[Mlir-commits] [mlir] 9dbf362 - [mlir][llvm] Move LLVM IR import into separate file (NFC).

Tobias Gysi llvmlistbot at llvm.org
Mon Dec 19 02:22:49 PST 2022


Author: Tobias Gysi
Date: 2022-12-19T11:20:00+01:00
New Revision: 9dbf362556fe5d4d11b5e36e9c5588ea77293c3f

URL: https://github.com/llvm/llvm-project/commit/9dbf362556fe5d4d11b5e36e9c5588ea77293c3f
DIFF: https://github.com/llvm/llvm-project/commit/9dbf362556fe5d4d11b5e36e9c5588ea77293c3f.diff

LOG: [mlir][llvm] Move LLVM IR import into separate file (NFC).

The revision renames the Importer to ModuleImport and moves the class
out of the ConvertFromLLVMIR.cpp file into ModuleImport.h and
ModuleImport.cpp. Additionally, it introduces two helper methods
on the ModuleImport class that convert functions and globals, and it
merges the translateLLVMIRToModule function into the
registerFromLLVMIRTranslation function to match the design of
the MLIR to LLVM IR export.

This restructuring is a step towards the file structure of the export
and a preparation for an extensible import
https://discourse.llvm.org/t/rfc-extensible-llvm-ir-import/67256/6 that
uses a dialect interface to import intrinsics and metadata.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D140285

Added: 
    mlir/include/mlir/Target/LLVMIR/ModuleImport.h
    mlir/lib/Target/LLVMIR/ModuleImport.cpp

Modified: 
    mlir/lib/Target/LLVMIR/CMakeLists.txt
    mlir/lib/Target/LLVMIR/ConvertFromLLVMIR.cpp

Removed: 
    


################################################################################
diff  --git a/mlir/include/mlir/Target/LLVMIR/ModuleImport.h b/mlir/include/mlir/Target/LLVMIR/ModuleImport.h
new file mode 100644
index 000000000000..68f3eee58257
--- /dev/null
+++ b/mlir/include/mlir/Target/LLVMIR/ModuleImport.h
@@ -0,0 +1,210 @@
+//===- ModuleImport.h - LLVM to MLIR conversion -----------------*- C++ -*-===//
+//
+// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+// See https://llvm.org/LICENSE.txt for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+//===----------------------------------------------------------------------===//
+//
+// This file implements the import of an LLVM IR module into an LLVM dialect
+// module.
+//
+//===----------------------------------------------------------------------===//
+
+#ifndef MLIR_TARGET_LLVMIR_MODULEIMPORT_H
+#define MLIR_TARGET_LLVMIR_MODULEIMPORT_H
+
+#include "mlir/Dialect/LLVMIR/LLVMDialect.h"
+#include "mlir/IR/BuiltinOps.h"
+#include "mlir/Target/LLVMIR/Import.h"
+#include "mlir/Target/LLVMIR/TypeFromLLVM.h"
+
+namespace llvm {
+class BasicBlock;
+class CallBase;
+class Function;
+class Instruction;
+class Value;
+} // namespace llvm
+
+namespace mlir {
+namespace LLVM {
+
+namespace detail {
+class DebugImporter;
+} // namespace detail
+
+/// Module import implementation class that provides methods to import globals
+/// and functions from an LLVM module into an MLIR module. It holds mappings
+/// between the original and translated globals, basic blocks, and values used
+/// during the translation. Additionally, it keeps track of the current constant
+/// insertion point since LLVM immediate values translate to MLIR operations
+/// that are introduced at the beginning of the region.
+class ModuleImport {
+public:
+  ModuleImport(ModuleOp mlirModule, std::unique_ptr<llvm::Module> llvmModule);
+
+  /// Stores the mapping between an LLVM value and its MLIR counterpart.
+  void mapValue(llvm::Value *llvm, Value mlir) { mapValue(llvm) = mlir; }
+
+  /// Provides write-once access to store the MLIR value corresponding to the
+  /// given LLVM value.
+  Value &mapValue(llvm::Value *value) {
+    Value &mlir = valueMapping[value];
+    assert(mlir == nullptr &&
+           "attempting to map a value that is already mapped");
+    return mlir;
+  }
+
+  /// Returns the MLIR value mapped to the given LLVM value.
+  Value lookupValue(llvm::Value *value) { return valueMapping.lookup(value); }
+
+  /// Stores the mapping between an LLVM block and its MLIR counterpart.
+  void mapBlock(llvm::BasicBlock *llvm, Block *mlir) {
+    auto result = blockMapping.try_emplace(llvm, mlir);
+    (void)result;
+    assert(result.second && "attempting to map a block that is already mapped");
+  }
+
+  /// Returns the MLIR block mapped to the given LLVM block.
+  Block *lookupBlock(llvm::BasicBlock *block) const {
+    return blockMapping.lookup(block);
+  }
+
+  /// Converts an LLVM value to an MLIR value, or returns failure if the
+  /// conversion fails. Uses the `convertConstant` method to translate constant
+  /// LLVM values.
+  FailureOr<Value> convertValue(llvm::Value *value);
+
+  /// Converts a range of LLVM values to a range of MLIR values using the
+  /// `convertValue` method, or returns failure if the conversion fails.
+  FailureOr<SmallVector<Value>> convertValues(ArrayRef<llvm::Value *> values);
+
+  /// Converts `value` to an integer attribute. Asserts if the matching fails.
+  IntegerAttr matchIntegerAttr(llvm::Value *value);
+
+  /// Converts `value` to a local variable attribute. Asserts if the matching
+  /// fails.
+  DILocalVariableAttr matchLocalVariableAttr(llvm::Value *value);
+
+  /// Translates the debug location.
+  Location translateLoc(llvm::DILocation *loc);
+
+  /// Converts the type from LLVM to MLIR LLVM dialect.
+  Type convertType(llvm::Type *type) {
+    return typeTranslator.translateType(type);
+  }
+
+  /// Converts an LLVM intrinsic to an MLIR LLVM dialect operation if an MLIR
+  /// counterpart exists. Otherwise, returns failure.
+  LogicalResult convertIntrinsic(OpBuilder &odsBuilder, llvm::CallInst *inst,
+                                 llvm::Intrinsic::ID intrinsicID);
+
+  /// Converts an LLVM instruction to an MLIR LLVM dialect operation if an MLIR
+  /// counterpart exists. Otherwise, returns failure.
+  LogicalResult convertOperation(OpBuilder &odsBuilder,
+                                 llvm::Instruction *inst);
+
+  /// Imports `func` into the current module.
+  LogicalResult processFunction(llvm::Function *func);
+
+  /// Converts function attributes of LLVM Function \p func
+  /// into LLVM dialect attributes of LLVMFuncOp \p funcOp.
+  void processFunctionAttributes(llvm::Function *func, LLVMFuncOp funcOp);
+
+  /// Imports `globalVar` as a GlobalOp, creating it if it doesn't exist.
+  GlobalOp processGlobal(llvm::GlobalVariable *globalVar);
+
+  /// Converts all functions of the LLVM module to MLIR functions.
+  LogicalResult convertFunctions();
+
+  /// Converts all global variables of the LLVM module to MLIR global variables.
+  LogicalResult convertGlobals();
+
+private:
+  /// Clears the block and value mapping before processing a new region.
+  void clearBlockAndValueMapping() {
+    valueMapping.clear();
+    blockMapping.clear();
+  }
+  /// Sets the constant insertion point to the start of the given block.
+  void setConstantInsertionPointToStart(Block *block) {
+    constantInsertionBlock = block;
+    constantInsertionOp = nullptr;
+  }
+
+  /// Sets the fastmath flags attribute for the imported operation `op` given
+  /// the original instruction `inst`. Asserts if the operation does not
+  /// implement the fastmath interface.
+  void setFastmathFlagsAttr(llvm::Instruction *inst, Operation *op) const;
+  /// Returns personality of `func` as a FlatSymbolRefAttr.
+  FlatSymbolRefAttr getPersonalityAsAttr(llvm::Function *func);
+  /// Imports `bb` into `block`, which must be initially empty.
+  LogicalResult processBasicBlock(llvm::BasicBlock *bb, Block *block);
+  /// Imports `inst` and populates valueMapping[inst] with the result of the
+  /// imported operation.
+  LogicalResult processInstruction(llvm::Instruction *inst);
+  /// Converts the `branch` arguments in the order of the phi's found in
+  /// `target` and appends them to the `blockArguments` to attach to the
+  /// generated branch operation. The `blockArguments` thus have the same order
+  /// as the phi's in `target`.
+  LogicalResult convertBranchArgs(llvm::Instruction *branch,
+                                  llvm::BasicBlock *target,
+                                  SmallVectorImpl<Value> &blockArguments);
+  /// Appends the converted result type and operands of `callInst` to the
+  /// `types` and `operands` arrays. For indirect calls, the method additionally
+  /// inserts the called function at the beginning of the `operands` array.
+  LogicalResult convertCallTypeAndOperands(llvm::CallBase *callInst,
+                                           SmallVectorImpl<Type> &types,
+                                           SmallVectorImpl<Value> &operands);
+  /// Returns the builtin type equivalent to be used in attributes for the given
+  /// LLVM IR dialect type.
+  Type getStdTypeForAttr(Type type);
+  /// Returns `value` as an attribute to attach to a GlobalOp.
+  Attribute getConstantAsAttr(llvm::Constant *value);
+  /// Returns the topologically sorted set of transitive dependencies needed to
+  /// convert the given constant.
+  SetVector<llvm::Constant *> getConstantsToConvert(llvm::Constant *constant);
+  /// Converts an LLVM constant to an MLIR value, or returns failure if the
+  /// conversion fails. The MLIR value may be produced by a ConstantOp,
+  /// AddressOfOp, NullOp, or a side-effect free operation (for ConstantExprs or
+  /// ConstantGEPs).
+  FailureOr<Value> convertConstant(llvm::Constant *constant);
+  /// Converts an LLVM constant and its transitive constant dependencies to MLIR
+  /// operations by converting them in topological order using the
+  /// `convertConstant` method, or returns failure if the conversion of any of
+  /// them fails. All operations are inserted at the start of the current
+  /// function entry block.
+  FailureOr<Value> convertConstantExpr(llvm::Constant *constant);
+
+  /// Builder pointing at where the next instruction should be generated.
+  OpBuilder builder;
+  /// Block to insert the next constant into.
+  Block *constantInsertionBlock = nullptr;
+  /// Operation to insert the next constant after.
+  Operation *constantInsertionOp = nullptr;
+  /// Operation to insert the next global after.
+  Operation *globalInsertionOp = nullptr;
+  /// The current context.
+  MLIRContext *context;
+  /// The MLIR module being created.
+  ModuleOp mlirModule;
+  /// The LLVM module being imported.
+  std::unique_ptr<llvm::Module> llvmModule;
+
+  /// Function-local mapping between original and imported block.
+  DenseMap<llvm::BasicBlock *, Block *> blockMapping;
+  /// Function-local mapping between original and imported values.
+  DenseMap<llvm::Value *, Value> valueMapping;
+  /// Uniquing map of GlobalVariables.
+  DenseMap<llvm::GlobalVariable *, GlobalOp> globals;
+  /// The stateful type translator (contains named structs).
+  LLVM::TypeFromLLVMIRTranslator typeTranslator;
+  /// Stateful debug information importer.
+  std::unique_ptr<detail::DebugImporter> debugImporter;
+};
+
+} // namespace LLVM
+} // namespace mlir
+
+#endif // MLIR_TARGET_LLVMIR_MODULEIMPORT_H

diff  --git a/mlir/lib/Target/LLVMIR/CMakeLists.txt b/mlir/lib/Target/LLVMIR/CMakeLists.txt
index caf362185474..4bb0912efa94 100644
--- a/mlir/lib/Target/LLVMIR/CMakeLists.txt
+++ b/mlir/lib/Target/LLVMIR/CMakeLists.txt
@@ -6,6 +6,7 @@ set(LLVM_OPTIONAL_SOURCES
   DebugTranslation.cpp
   DebugImporter.cpp
   ModuleTranslation.cpp
+  ModuleImport.cpp
   TypeToLLVM.cpp
   TypeFromLLVM.cpp
   )
@@ -52,6 +53,7 @@ add_mlir_translation_library(MLIRToLLVMIRTranslationRegistration
 add_mlir_translation_library(MLIRTargetLLVMIRImport
   ConvertFromLLVMIR.cpp
   DebugImporter.cpp
+  ModuleImport.cpp
   TypeFromLLVM.cpp
 
   ADDITIONAL_HEADER_DIRS

diff  --git a/mlir/lib/Target/LLVMIR/ConvertFromLLVMIR.cpp b/mlir/lib/Target/LLVMIR/ConvertFromLLVMIR.cpp
index c1a83e8ac7f9..dfcdf1d3df2b 100644
--- a/mlir/lib/Target/LLVMIR/ConvertFromLLVMIR.cpp
+++ b/mlir/lib/Target/LLVMIR/ConvertFromLLVMIR.cpp
@@ -6,1355 +6,39 @@
 //
 //===----------------------------------------------------------------------===//
 //
-// This file implements a translation between LLVM IR and the MLIR LLVM dialect.
+// This file implements the function that registers the translation between
+// LLVM IR and the MLIR LLVM dialect.
 //
 //===----------------------------------------------------------------------===//
 
-#include "DebugImporter.h"
-#include "mlir/Target/LLVMIR/Import.h"
-
-#include "mlir/Dialect/DLTI/DLTI.h"
-#include "mlir/Dialect/LLVMIR/LLVMDialect.h"
-#include "mlir/IR/Builders.h"
 #include "mlir/IR/BuiltinOps.h"
-#include "mlir/IR/BuiltinTypes.h"
-#include "mlir/IR/MLIRContext.h"
-#include "mlir/IR/Matchers.h"
-#include "mlir/Interfaces/DataLayoutInterfaces.h"
-#include "mlir/Target/LLVMIR/TypeFromLLVM.h"
+#include "mlir/Target/LLVMIR/Import.h"
 #include "mlir/Tools/mlir-translate/Translation.h"
-
-#include "llvm/ADT/PostOrderIterator.h"
-#include "llvm/ADT/ScopeExit.h"
-#include "llvm/ADT/StringSet.h"
-#include "llvm/ADT/TypeSwitch.h"
-#include "llvm/IR/Attributes.h"
-#include "llvm/IR/Constants.h"
-#include "llvm/IR/DebugInfoMetadata.h"
-#include "llvm/IR/DerivedTypes.h"
-#include "llvm/IR/Function.h"
-#include "llvm/IR/InlineAsm.h"
-#include "llvm/IR/Instruction.h"
-#include "llvm/IR/Instructions.h"
-#include "llvm/IR/IntrinsicInst.h"
-#include "llvm/IR/Intrinsics.h"
-#include "llvm/IR/Operator.h"
-#include "llvm/IR/Type.h"
+#include "llvm/IR/Module.h"
 #include "llvm/IRReader/IRReader.h"
-#include "llvm/Support/Error.h"
 #include "llvm/Support/SourceMgr.h"
 
 using namespace mlir;
-using namespace mlir::LLVM;
-using mlir::LLVM::detail::DebugImporter;
-
-#include "mlir/Dialect/LLVMIR/LLVMConversionEnumsFromLLVM.inc"
-
-/// Returns true if the LLVM IR intrinsic is convertible to an MLIR LLVM dialect
-/// intrinsic, or false if no counterpart exists.
-static bool isConvertibleIntrinsic(llvm::Intrinsic::ID id) {
-  static const DenseSet<unsigned> convertibleIntrinsics = {
-#include "mlir/Dialect/LLVMIR/LLVMConvertibleLLVMIRIntrinsics.inc"
-  };
-  return convertibleIntrinsics.contains(id);
-}
-
-// Utility to print an LLVM value as a string for passing to emitError().
-// FIXME: Diagnostic should be able to natively handle types that have
-// operator << (raw_ostream&) defined.
-static std::string diag(llvm::Value &value) {
-  std::string str;
-  llvm::raw_string_ostream os(str);
-  os << value;
-  return os.str();
-}
-
-/// Creates an attribute containing ABI and preferred alignment numbers parsed
-/// a string. The string may be either "abi:preferred" or just "abi". In the
-/// latter case, the prefrred alignment is considered equal to ABI alignment.
-static DenseIntElementsAttr parseDataLayoutAlignment(MLIRContext &ctx,
-                                                     StringRef spec) {
-  auto i32 = IntegerType::get(&ctx, 32);
-
-  StringRef abiString, preferredString;
-  std::tie(abiString, preferredString) = spec.split(':');
-  int abi, preferred;
-  if (abiString.getAsInteger(/*Radix=*/10, abi))
-    return nullptr;
-
-  if (preferredString.empty())
-    preferred = abi;
-  else if (preferredString.getAsInteger(/*Radix=*/10, preferred))
-    return nullptr;
-
-  return DenseIntElementsAttr::get(VectorType::get({2}, i32), {abi, preferred});
-}
-
-/// Returns a supported MLIR floating point type of the given bit width or null
-/// if the bit width is not supported.
-static FloatType getDLFloatType(MLIRContext &ctx, int32_t bitwidth) {
-  switch (bitwidth) {
-  case 16:
-    return FloatType::getF16(&ctx);
-  case 32:
-    return FloatType::getF32(&ctx);
-  case 64:
-    return FloatType::getF64(&ctx);
-  case 80:
-    return FloatType::getF80(&ctx);
-  case 128:
-    return FloatType::getF128(&ctx);
-  default:
-    return nullptr;
-  }
-}
-
-static ICmpPredicate getICmpPredicate(llvm::CmpInst::Predicate pred) {
-  switch (pred) {
-  default:
-    llvm_unreachable("incorrect comparison predicate");
-  case llvm::CmpInst::Predicate::ICMP_EQ:
-    return LLVM::ICmpPredicate::eq;
-  case llvm::CmpInst::Predicate::ICMP_NE:
-    return LLVM::ICmpPredicate::ne;
-  case llvm::CmpInst::Predicate::ICMP_SLT:
-    return LLVM::ICmpPredicate::slt;
-  case llvm::CmpInst::Predicate::ICMP_SLE:
-    return LLVM::ICmpPredicate::sle;
-  case llvm::CmpInst::Predicate::ICMP_SGT:
-    return LLVM::ICmpPredicate::sgt;
-  case llvm::CmpInst::Predicate::ICMP_SGE:
-    return LLVM::ICmpPredicate::sge;
-  case llvm::CmpInst::Predicate::ICMP_ULT:
-    return LLVM::ICmpPredicate::ult;
-  case llvm::CmpInst::Predicate::ICMP_ULE:
-    return LLVM::ICmpPredicate::ule;
-  case llvm::CmpInst::Predicate::ICMP_UGT:
-    return LLVM::ICmpPredicate::ugt;
-  case llvm::CmpInst::Predicate::ICMP_UGE:
-    return LLVM::ICmpPredicate::uge;
-  }
-  llvm_unreachable("incorrect integer comparison predicate");
-}
-
-static FCmpPredicate getFCmpPredicate(llvm::CmpInst::Predicate pred) {
-  switch (pred) {
-  default:
-    llvm_unreachable("incorrect comparison predicate");
-  case llvm::CmpInst::Predicate::FCMP_FALSE:
-    return LLVM::FCmpPredicate::_false;
-  case llvm::CmpInst::Predicate::FCMP_TRUE:
-    return LLVM::FCmpPredicate::_true;
-  case llvm::CmpInst::Predicate::FCMP_OEQ:
-    return LLVM::FCmpPredicate::oeq;
-  case llvm::CmpInst::Predicate::FCMP_ONE:
-    return LLVM::FCmpPredicate::one;
-  case llvm::CmpInst::Predicate::FCMP_OLT:
-    return LLVM::FCmpPredicate::olt;
-  case llvm::CmpInst::Predicate::FCMP_OLE:
-    return LLVM::FCmpPredicate::ole;
-  case llvm::CmpInst::Predicate::FCMP_OGT:
-    return LLVM::FCmpPredicate::ogt;
-  case llvm::CmpInst::Predicate::FCMP_OGE:
-    return LLVM::FCmpPredicate::oge;
-  case llvm::CmpInst::Predicate::FCMP_ORD:
-    return LLVM::FCmpPredicate::ord;
-  case llvm::CmpInst::Predicate::FCMP_ULT:
-    return LLVM::FCmpPredicate::ult;
-  case llvm::CmpInst::Predicate::FCMP_ULE:
-    return LLVM::FCmpPredicate::ule;
-  case llvm::CmpInst::Predicate::FCMP_UGT:
-    return LLVM::FCmpPredicate::ugt;
-  case llvm::CmpInst::Predicate::FCMP_UGE:
-    return LLVM::FCmpPredicate::uge;
-  case llvm::CmpInst::Predicate::FCMP_UNO:
-    return LLVM::FCmpPredicate::uno;
-  case llvm::CmpInst::Predicate::FCMP_UEQ:
-    return LLVM::FCmpPredicate::ueq;
-  case llvm::CmpInst::Predicate::FCMP_UNE:
-    return LLVM::FCmpPredicate::une;
-  }
-  llvm_unreachable("incorrect floating point comparison predicate");
-}
-
-static AtomicOrdering getLLVMAtomicOrdering(llvm::AtomicOrdering ordering) {
-  switch (ordering) {
-  case llvm::AtomicOrdering::NotAtomic:
-    return LLVM::AtomicOrdering::not_atomic;
-  case llvm::AtomicOrdering::Unordered:
-    return LLVM::AtomicOrdering::unordered;
-  case llvm::AtomicOrdering::Monotonic:
-    return LLVM::AtomicOrdering::monotonic;
-  case llvm::AtomicOrdering::Acquire:
-    return LLVM::AtomicOrdering::acquire;
-  case llvm::AtomicOrdering::Release:
-    return LLVM::AtomicOrdering::release;
-  case llvm::AtomicOrdering::AcquireRelease:
-    return LLVM::AtomicOrdering::acq_rel;
-  case llvm::AtomicOrdering::SequentiallyConsistent:
-    return LLVM::AtomicOrdering::seq_cst;
-  }
-  llvm_unreachable("incorrect atomic ordering");
-}
-
-static AtomicBinOp getLLVMAtomicBinOp(llvm::AtomicRMWInst::BinOp binOp) {
-  switch (binOp) {
-  case llvm::AtomicRMWInst::Xchg:
-    return LLVM::AtomicBinOp::xchg;
-  case llvm::AtomicRMWInst::Add:
-    return LLVM::AtomicBinOp::add;
-  case llvm::AtomicRMWInst::Sub:
-    return LLVM::AtomicBinOp::sub;
-  case llvm::AtomicRMWInst::And:
-    return LLVM::AtomicBinOp::_and;
-  case llvm::AtomicRMWInst::Nand:
-    return LLVM::AtomicBinOp::nand;
-  case llvm::AtomicRMWInst::Or:
-    return LLVM::AtomicBinOp::_or;
-  case llvm::AtomicRMWInst::Xor:
-    return LLVM::AtomicBinOp::_xor;
-  case llvm::AtomicRMWInst::Max:
-    return LLVM::AtomicBinOp::max;
-  case llvm::AtomicRMWInst::Min:
-    return LLVM::AtomicBinOp::min;
-  case llvm::AtomicRMWInst::UMax:
-    return LLVM::AtomicBinOp::umax;
-  case llvm::AtomicRMWInst::UMin:
-    return LLVM::AtomicBinOp::umin;
-  case llvm::AtomicRMWInst::FAdd:
-    return LLVM::AtomicBinOp::fadd;
-  case llvm::AtomicRMWInst::FSub:
-    return LLVM::AtomicBinOp::fsub;
-  default:
-    llvm_unreachable("unsupported atomic binary operation");
-  }
-}
-
-/// Converts the sync scope identifier of `fenceInst` to the string
-/// representation necessary to build the LLVM dialect fence operation.
-static StringRef getLLVMSyncScope(llvm::FenceInst *fenceInst) {
-  llvm::LLVMContext &llvmContext = fenceInst->getContext();
-  SmallVector<StringRef> syncScopeNames;
-  llvmContext.getSyncScopeNames(syncScopeNames);
-  for (StringRef name : syncScopeNames)
-    if (fenceInst->getSyncScopeID() == llvmContext.getOrInsertSyncScopeID(name))
-      return name;
-  llvm_unreachable("incorrect sync scope identifier");
-}
-
-/// Converts an array of unsigned indices to a signed integer position array.
-static SmallVector<int64_t> getPositionFromIndices(ArrayRef<unsigned> indices) {
-  SmallVector<int64_t> position;
-  llvm::append_range(position, indices);
-  return position;
-}
-
-DataLayoutSpecInterface
-mlir::translateDataLayout(const llvm::DataLayout &dataLayout,
-                          MLIRContext *context) {
-  assert(context && "expected MLIR context");
-  std::string layoutstr = dataLayout.getStringRepresentation();
-
-  // Remaining unhandled default layout defaults
-  // e (little endian if not set)
-  // p[n]:64:64:64 (non zero address spaces have 64-bit properties)
-  std::string append =
-      "p:64:64:64-S0-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:32:64-f16:16:16-f64:"
-      "64:64-f128:128:128-v64:64:64-v128:128:128-a:0:64";
-  if (layoutstr.empty())
-    layoutstr = append;
-  else
-    layoutstr = layoutstr + "-" + append;
-
-  StringRef layout(layoutstr);
-
-  SmallVector<DataLayoutEntryInterface> entries;
-  StringSet<> seen;
-  while (!layout.empty()) {
-    // Split at '-'.
-    std::pair<StringRef, StringRef> split = layout.split('-');
-    StringRef current;
-    std::tie(current, layout) = split;
-
-    // Split at ':'.
-    StringRef kind, spec;
-    std::tie(kind, spec) = current.split(':');
-    if (seen.contains(kind))
-      continue;
-    seen.insert(kind);
-
-    char symbol = kind.front();
-    StringRef parameter = kind.substr(1);
-
-    if (symbol == 'i' || symbol == 'f') {
-      unsigned bitwidth;
-      if (parameter.getAsInteger(/*Radix=*/10, bitwidth))
-        return nullptr;
-      DenseIntElementsAttr params = parseDataLayoutAlignment(*context, spec);
-      if (!params)
-        return nullptr;
-      auto entry = DataLayoutEntryAttr::get(
-          symbol == 'i' ? static_cast<Type>(IntegerType::get(context, bitwidth))
-                        : getDLFloatType(*context, bitwidth),
-          params);
-      entries.emplace_back(entry);
-    } else if (symbol == 'e' || symbol == 'E') {
-      auto value = StringAttr::get(
-          context, symbol == 'e' ? DLTIDialect::kDataLayoutEndiannessLittle
-                                 : DLTIDialect::kDataLayoutEndiannessBig);
-      auto entry = DataLayoutEntryAttr::get(
-          StringAttr::get(context, DLTIDialect::kDataLayoutEndiannessKey),
-          value);
-      entries.emplace_back(entry);
-    }
-  }
-
-  return DataLayoutSpecAttr::get(context, entries);
-}
-
-/// Get a topologically sorted list of blocks for the given function.
-static SetVector<llvm::BasicBlock *>
-getTopologicallySortedBlocks(llvm::Function *func) {
-  SetVector<llvm::BasicBlock *> blocks;
-  for (llvm::BasicBlock &bb : *func) {
-    if (blocks.count(&bb) == 0) {
-      llvm::ReversePostOrderTraversal<llvm::BasicBlock *> traversal(&bb);
-      blocks.insert(traversal.begin(), traversal.end());
-    }
-  }
-  assert(blocks.size() == func->size() && "some blocks are not sorted");
-
-  return blocks;
-}
-
-namespace {
-/// Module import implementation class that provides methods to import globals
-/// and functions from an LLVM module into an MLIR module. It holds mappings
-/// between the original and translated globals, basic blocks, and values used
-/// during the translation. Additionally, it keeps track of the current constant
-/// insertion point since LLVM immediate values translate to MLIR operations
-/// that are introduced at the beginning of the region.
-class Importer {
-public:
-  Importer(MLIRContext *context, ModuleOp module)
-      : builder(context), context(context), module(module),
-        typeTranslator(*context), debugImporter(context) {
-    builder.setInsertionPointToStart(module.getBody());
-  }
-
-  /// Stores the mapping between an LLVM value and its MLIR counterpart.
-  void mapValue(llvm::Value *llvm, Value mlir) { mapValue(llvm) = mlir; }
-
-  /// Provides write-once access to store the MLIR value corresponding to the
-  /// given LLVM value.
-  Value &mapValue(llvm::Value *value) {
-    Value &mlir = valueMapping[value];
-    assert(mlir == nullptr &&
-           "attempting to map a value that is already mapped");
-    return mlir;
-  }
-
-  /// Returns the MLIR value mapped to the given LLVM value.
-  Value lookupValue(llvm::Value *value) { return valueMapping.lookup(value); }
-
-  /// Stores the mapping between an LLVM block and its MLIR counterpart.
-  void mapBlock(llvm::BasicBlock *llvm, Block *mlir) {
-    auto result = blockMapping.try_emplace(llvm, mlir);
-    (void)result;
-    assert(result.second && "attempting to map a block that is already mapped");
-  }
-
-  /// Returns the MLIR block mapped to the given LLVM block.
-  Block *lookupBlock(llvm::BasicBlock *block) const {
-    return blockMapping.lookup(block);
-  }
-
-  /// Converts an LLVM value to an MLIR value, or returns failure if the
-  /// conversion fails. Uses the `convertConstant` method to translate constant
-  /// LLVM values.
-  FailureOr<Value> convertValue(llvm::Value *value);
-
-  /// Converts a range of LLVM values to a range of MLIR values using the
-  /// `convertValue` method, or returns failure if the conversion fails.
-  FailureOr<SmallVector<Value>> convertValues(ArrayRef<llvm::Value *> values);
-
-  /// Converts `value` to an integer attribute. Asserts if the matching fails.
-  IntegerAttr matchIntegerAttr(llvm::Value *value);
-
-  /// Converts `value` to a local variable attribute. Asserts if the matching
-  /// fails.
-  DILocalVariableAttr matchLocalVariableAttr(llvm::Value *value);
-
-  /// Translates the debug location.
-  Location translateLoc(llvm::DILocation *loc) {
-    return debugImporter.translateLoc(loc);
-  }
-
-  /// Converts the type from LLVM to MLIR LLVM dialect.
-  Type convertType(llvm::Type *type) {
-    return typeTranslator.translateType(type);
-  }
-
-  /// Converts an LLVM intrinsic to an MLIR LLVM dialect operation if an MLIR
-  /// counterpart exists. Otherwise, returns failure.
-  LogicalResult convertIntrinsic(OpBuilder &odsBuilder, llvm::CallInst *inst,
-                                 llvm::Intrinsic::ID intrinsicID);
-
-  /// Converts an LLVM instruction to an MLIR LLVM dialect operation if an MLIR
-  /// counterpart exists. Otherwise, returns failure.
-  LogicalResult convertOperation(OpBuilder &odsBuilder,
-                                 llvm::Instruction *inst);
-
-  /// Imports `func` into the current module.
-  LogicalResult processFunction(llvm::Function *func);
-
-  /// Converts function attributes of LLVM Function \p func
-  /// into LLVM dialect attributes of LLVMFuncOp \p funcOp.
-  void processFunctionAttributes(llvm::Function *func, LLVMFuncOp funcOp);
-
-  /// Imports `globalVar` as a GlobalOp, creating it if it doesn't exist.
-  GlobalOp processGlobal(llvm::GlobalVariable *globalVar);
-
-private:
-  /// Clears the block and value mapping before processing a new region.
-  void clearBlockAndValueMapping() {
-    valueMapping.clear();
-    blockMapping.clear();
-  }
-  /// Sets the constant insertion point to the start of the given block.
-  void setConstantInsertionPointToStart(Block *block) {
-    constantInsertionBlock = block;
-    constantInsertionOp = nullptr;
-  }
-
-  /// Sets the fastmath flags attribute for the imported operation `op` given
-  /// the original instruction `inst`. Asserts if the operation does not
-  /// implement the fastmath interface.
-  void setFastmathFlagsAttr(llvm::Instruction *inst, Operation *op) const;
-  /// Returns personality of `func` as a FlatSymbolRefAttr.
-  FlatSymbolRefAttr getPersonalityAsAttr(llvm::Function *func);
-  /// Imports `bb` into `block`, which must be initially empty.
-  LogicalResult processBasicBlock(llvm::BasicBlock *bb, Block *block);
-  /// Imports `inst` and populates valueMapping[inst] with the result of the
-  /// imported operation.
-  LogicalResult processInstruction(llvm::Instruction *inst);
-  /// Converts the `branch` arguments in the order of the phi's found in
-  /// `target` and appends them to the `blockArguments` to attach to the
-  /// generated branch operation. The `blockArguments` thus have the same order
-  /// as the phi's in `target`.
-  LogicalResult convertBranchArgs(llvm::Instruction *branch,
-                                  llvm::BasicBlock *target,
-                                  SmallVectorImpl<Value> &blockArguments);
-  /// Appends the converted result type and operands of `callInst` to the
-  /// `types` and `operands` arrays. For indirect calls, the method additionally
-  /// inserts the called function at the beginning of the `operands` array.
-  LogicalResult convertCallTypeAndOperands(llvm::CallBase *callInst,
-                                           SmallVectorImpl<Type> &types,
-                                           SmallVectorImpl<Value> &operands);
-  /// Returns the builtin type equivalent to be used in attributes for the given
-  /// LLVM IR dialect type.
-  Type getStdTypeForAttr(Type type);
-  /// Returns `value` as an attribute to attach to a GlobalOp.
-  Attribute getConstantAsAttr(llvm::Constant *value);
-  /// Returns the topologically sorted set of transitive dependencies needed to
-  /// convert the given constant.
-  SetVector<llvm::Constant *> getConstantsToConvert(llvm::Constant *constant);
-  /// Converts an LLVM constant to an MLIR value, or returns failure if the
-  /// conversion fails. The MLIR value may be produced by a ConstantOp,
-  /// AddressOfOp, NullOp, or a side-effect free operation (for ConstantExprs or
-  /// ConstantGEPs).
-  FailureOr<Value> convertConstant(llvm::Constant *constant);
-  /// Converts an LLVM constant and its transitive constant dependencies to MLIR
-  /// operations by converting them in topological order using the
-  /// `convertConstant` method, or returns failure if the conversion of any of
-  /// them fails. All operations are inserted at the start of the current
-  /// function entry block.
-  FailureOr<Value> convertConstantExpr(llvm::Constant *constant);
-
-  /// Builder pointing at where the next instruction should be generated.
-  OpBuilder builder;
-  /// Block to insert the next constant into.
-  Block *constantInsertionBlock = nullptr;
-  /// Operation to insert the next constant after.
-  Operation *constantInsertionOp = nullptr;
-  /// Operation to insert the next global after.
-  Operation *globalInsertionOp = nullptr;
-  /// The current context.
-  MLIRContext *context;
-  /// The current module being created.
-  ModuleOp module;
-
-  /// Function-local mapping between original and imported block.
-  DenseMap<llvm::BasicBlock *, Block *> blockMapping;
-  /// Function-local mapping between original and imported values.
-  DenseMap<llvm::Value *, Value> valueMapping;
-  /// Uniquing map of GlobalVariables.
-  DenseMap<llvm::GlobalVariable *, GlobalOp> globals;
-  /// The stateful type translator (contains named structs).
-  LLVM::TypeFromLLVMIRTranslator typeTranslator;
-  /// Stateful debug information importer.
-  DebugImporter debugImporter;
-};
-} // namespace
-
-void Importer::setFastmathFlagsAttr(llvm::Instruction *inst,
-                                    Operation *op) const {
-  auto iface = cast<FastmathFlagsInterface>(op);
-
-  // Even if the imported operation implements the fastmath interface, the
-  // original instruction may not have fastmath flags set. Exit if an
-  // instruction, such as a non floating-point function call, does not have
-  // fastmath flags.
-  if (!isa<llvm::FPMathOperator>(inst))
-    return;
-  llvm::FastMathFlags flags = inst->getFastMathFlags();
-
-  // Set the fastmath bits flag-by-flag.
-  FastmathFlags value = {};
-  value = bitEnumSet(value, FastmathFlags::nnan, flags.noNaNs());
-  value = bitEnumSet(value, FastmathFlags::ninf, flags.noInfs());
-  value = bitEnumSet(value, FastmathFlags::nsz, flags.noSignedZeros());
-  value = bitEnumSet(value, FastmathFlags::arcp, flags.allowReciprocal());
-  value = bitEnumSet(value, FastmathFlags::contract, flags.allowContract());
-  value = bitEnumSet(value, FastmathFlags::afn, flags.approxFunc());
-  value = bitEnumSet(value, FastmathFlags::reassoc, flags.allowReassoc());
-  FastmathFlagsAttr attr = FastmathFlagsAttr::get(builder.getContext(), value);
-  iface->setAttr(iface.getFastmathAttrName(), attr);
-}
-
-// We only need integers, floats, doubles, and vectors and tensors thereof for
-// attributes. Scalar and vector types are converted to the standard
-// equivalents. Array types are converted to ranked tensors; nested array types
-// are converted to multi-dimensional tensors or vectors, depending on the
-// innermost type being a scalar or a vector.
-Type Importer::getStdTypeForAttr(Type type) {
-  if (!type)
-    return nullptr;
-
-  if (type.isa<IntegerType, FloatType>())
-    return type;
-
-  // LLVM vectors can only contain scalars.
-  if (LLVM::isCompatibleVectorType(type)) {
-    llvm::ElementCount numElements = LLVM::getVectorNumElements(type);
-    if (numElements.isScalable()) {
-      emitError(UnknownLoc::get(context)) << "scalable vectors not supported";
-      return nullptr;
-    }
-    Type elementType = getStdTypeForAttr(LLVM::getVectorElementType(type));
-    if (!elementType)
-      return nullptr;
-    return VectorType::get(numElements.getKnownMinValue(), elementType);
-  }
-
-  // LLVM arrays can contain other arrays or vectors.
-  if (auto arrayType = type.dyn_cast<LLVMArrayType>()) {
-    // Recover the nested array shape.
-    SmallVector<int64_t, 4> shape;
-    shape.push_back(arrayType.getNumElements());
-    while (arrayType.getElementType().isa<LLVMArrayType>()) {
-      arrayType = arrayType.getElementType().cast<LLVMArrayType>();
-      shape.push_back(arrayType.getNumElements());
-    }
-
-    // If the innermost type is a vector, use the multi-dimensional vector as
-    // attribute type.
-    if (LLVM::isCompatibleVectorType(arrayType.getElementType())) {
-      llvm::ElementCount numElements =
-          LLVM::getVectorNumElements(arrayType.getElementType());
-      if (numElements.isScalable()) {
-        emitError(UnknownLoc::get(context)) << "scalable vectors not supported";
-        return nullptr;
-      }
-      shape.push_back(numElements.getKnownMinValue());
-
-      Type elementType = getStdTypeForAttr(
-          LLVM::getVectorElementType(arrayType.getElementType()));
-      if (!elementType)
-        return nullptr;
-      return VectorType::get(shape, elementType);
-    }
-
-    // Otherwise use a tensor.
-    Type elementType = getStdTypeForAttr(arrayType.getElementType());
-    if (!elementType)
-      return nullptr;
-    return RankedTensorType::get(shape, elementType);
-  }
-
-  return nullptr;
-}
-
-// Get the given constant as an attribute. Not all constants can be represented
-// as attributes.
-Attribute Importer::getConstantAsAttr(llvm::Constant *value) {
-  if (auto *ci = dyn_cast<llvm::ConstantInt>(value))
-    return builder.getIntegerAttr(
-        IntegerType::get(context, ci->getType()->getBitWidth()),
-        ci->getValue());
-  if (auto *c = dyn_cast<llvm::ConstantDataArray>(value))
-    if (c->isString())
-      return builder.getStringAttr(c->getAsString());
-  if (auto *c = dyn_cast<llvm::ConstantFP>(value)) {
-    llvm::Type *type = c->getType();
-    FloatType floatTy;
-    if (type->isBFloatTy())
-      floatTy = FloatType::getBF16(context);
-    else
-      floatTy = getDLFloatType(*context, type->getScalarSizeInBits());
-    assert(floatTy && "unsupported floating point type");
-    return builder.getFloatAttr(floatTy, c->getValueAPF());
-  }
-  if (auto *f = dyn_cast<llvm::Function>(value))
-    return SymbolRefAttr::get(builder.getContext(), f->getName());
-
-  // Convert constant data to a dense elements attribute.
-  if (auto *cd = dyn_cast<llvm::ConstantDataSequential>(value)) {
-    Type type = convertType(cd->getElementType());
-    auto attrType = getStdTypeForAttr(convertType(cd->getType()))
-                        .dyn_cast_or_null<ShapedType>();
-    if (!attrType)
-      return nullptr;
-
-    if (type.isa<IntegerType>()) {
-      SmallVector<APInt, 8> values;
-      values.reserve(cd->getNumElements());
-      for (unsigned i = 0, e = cd->getNumElements(); i < e; ++i)
-        values.push_back(cd->getElementAsAPInt(i));
-      return DenseElementsAttr::get(attrType, values);
-    }
-
-    if (type.isa<Float32Type, Float64Type>()) {
-      SmallVector<APFloat, 8> values;
-      values.reserve(cd->getNumElements());
-      for (unsigned i = 0, e = cd->getNumElements(); i < e; ++i)
-        values.push_back(cd->getElementAsAPFloat(i));
-      return DenseElementsAttr::get(attrType, values);
-    }
-
-    return nullptr;
-  }
-
-  // Unpack constant aggregates to create dense elements attribute whenever
-  // possible. Return nullptr (failure) otherwise.
-  if (isa<llvm::ConstantAggregate>(value)) {
-    auto outerType = getStdTypeForAttr(convertType(value->getType()))
-                         .dyn_cast_or_null<ShapedType>();
-    if (!outerType)
-      return nullptr;
-
-    SmallVector<Attribute, 8> values;
-    SmallVector<int64_t, 8> shape;
-
-    for (unsigned i = 0, e = value->getNumOperands(); i < e; ++i) {
-      auto nested = getConstantAsAttr(value->getAggregateElement(i))
-                        .dyn_cast_or_null<DenseElementsAttr>();
-      if (!nested)
-        return nullptr;
-
-      values.append(nested.value_begin<Attribute>(),
-                    nested.value_end<Attribute>());
-    }
-
-    return DenseElementsAttr::get(outerType, values);
-  }
-
-  return nullptr;
-}
-
-GlobalOp Importer::processGlobal(llvm::GlobalVariable *globalVar) {
-  if (globals.count(globalVar))
-    return globals[globalVar];
-
-  // Insert the global after the last one or at the start of the module.
-  OpBuilder::InsertionGuard guard(builder);
-  if (!globalInsertionOp) {
-    builder.setInsertionPointToStart(module.getBody());
-  } else {
-    builder.setInsertionPointAfter(globalInsertionOp);
-  }
-
-  Attribute valueAttr;
-  if (globalVar->hasInitializer())
-    valueAttr = getConstantAsAttr(globalVar->getInitializer());
-  Type type = convertType(globalVar->getValueType());
-
-  uint64_t alignment = 0;
-  llvm::MaybeAlign maybeAlign = globalVar->getAlign();
-  if (maybeAlign.has_value()) {
-    llvm::Align align = *maybeAlign;
-    alignment = align.value();
-  }
-
-  GlobalOp globalOp = builder.create<GlobalOp>(
-      UnknownLoc::get(context), type, globalVar->isConstant(),
-      convertLinkageFromLLVM(globalVar->getLinkage()), globalVar->getName(),
-      valueAttr, alignment, /*addr_space=*/globalVar->getAddressSpace(),
-      /*dso_local=*/globalVar->isDSOLocal(),
-      /*thread_local=*/globalVar->isThreadLocal());
-  globalInsertionOp = globalOp;
-
-  if (globalVar->hasInitializer() && !valueAttr) {
-    clearBlockAndValueMapping();
-    Block *block = builder.createBlock(&globalOp.getInitializerRegion());
-    setConstantInsertionPointToStart(block);
-    FailureOr<Value> initializer =
-        convertConstantExpr(globalVar->getInitializer());
-    if (failed(initializer))
-      return {};
-    builder.create<ReturnOp>(globalOp.getLoc(), *initializer);
-  }
-  if (globalVar->hasAtLeastLocalUnnamedAddr()) {
-    globalOp.setUnnamedAddr(
-        convertUnnamedAddrFromLLVM(globalVar->getUnnamedAddr()));
-  }
-  if (globalVar->hasSection())
-    globalOp.setSection(globalVar->getSection());
-
-  return globals[globalVar] = globalOp;
-}
-
-SetVector<llvm::Constant *>
-Importer::getConstantsToConvert(llvm::Constant *constant) {
-  // Traverse the constant dependencies in post order.
-  SmallVector<llvm::Constant *> workList;
-  SmallVector<llvm::Constant *> orderedList;
-  workList.push_back(constant);
-  while (!workList.empty()) {
-    llvm::Constant *current = workList.pop_back_val();
-    // Skip constants that have been converted before and store all other ones.
-    if (valueMapping.count(current))
-      continue;
-    orderedList.push_back(current);
-    // Add the current constant's dependencies to the work list. Only add
-    // constant dependencies and skip any other values such as basic block
-    // addresses.
-    for (llvm::Value *operand : current->operands())
-      if (auto *constDependency = dyn_cast<llvm::Constant>(operand))
-        workList.push_back(constDependency);
-    // Use the `getElementValue` method to add the dependencies of zero
-    // initialized aggregate constants since they do not take any operands.
-    if (auto *constAgg = dyn_cast<llvm::ConstantAggregateZero>(current)) {
-      unsigned numElements = constAgg->getElementCount().getFixedValue();
-      for (unsigned i = 0, e = numElements; i != e; ++i)
-        workList.push_back(constAgg->getElementValue(i));
-    }
-  }
-
-  // Add the constants in reverse post order to the result set to ensure all
-  // dependencies are satisfied. Avoid storing duplicates since LLVM constants
-  // are uniqued and only one `valueMapping` entry per constant is possible.
-  SetVector<llvm::Constant *> orderedSet;
-  for (llvm::Constant *orderedConst : llvm::reverse(orderedList))
-    orderedSet.insert(orderedConst);
-  return orderedSet;
-}
-
-FailureOr<Value> Importer::convertConstant(llvm::Constant *constant) {
-  // Constants have no location attached.
-  Location loc = UnknownLoc::get(context);
-
-  // Convert constants that can be represented as attributes.
-  if (Attribute attr = getConstantAsAttr(constant)) {
-    Type type = convertType(constant->getType());
-    if (auto symbolRef = attr.dyn_cast<FlatSymbolRefAttr>()) {
-      return builder.create<AddressOfOp>(loc, type, symbolRef.getValue())
-          .getResult();
-    }
-    return builder.create<ConstantOp>(loc, type, attr).getResult();
-  }
-
-  // Convert null pointer constants.
-  if (auto *nullPtr = dyn_cast<llvm::ConstantPointerNull>(constant)) {
-    Type type = convertType(nullPtr->getType());
-    return builder.create<NullOp>(loc, type).getResult();
-  }
-
-  // Convert undef.
-  if (auto *undefVal = dyn_cast<llvm::UndefValue>(constant)) {
-    Type type = convertType(undefVal->getType());
-    return builder.create<UndefOp>(loc, type).getResult();
-  }
-
-  // Convert global variable accesses.
-  if (auto *globalVar = dyn_cast<llvm::GlobalVariable>(constant)) {
-    return builder.create<AddressOfOp>(loc, processGlobal(globalVar))
-        .getResult();
-  }
-
-  // Convert constant expressions.
-  if (auto *constExpr = dyn_cast<llvm::ConstantExpr>(constant)) {
-    // Convert the constant expression to a temporary LLVM instruction and
-    // translate it using the `processInstruction` method. Delete the
-    // instruction after the translation and remove it from `valueMapping`,
-    // since later calls to `getAsInstruction` may return the same address
-    // resulting in a conflicting `valueMapping` entry.
-    llvm::Instruction *inst = constExpr->getAsInstruction();
-    auto guard = llvm::make_scope_exit([&]() {
-      valueMapping.erase(inst);
-      inst->deleteValue();
-    });
-    // Note: `processInstruction` does not call `convertConstant` recursively
-    // since all constant dependencies have been converted before.
-    assert(llvm::all_of(inst->operands(), [&](llvm::Value *value) {
-      return valueMapping.count(value);
-    }));
-    if (failed(processInstruction(inst)))
-      return failure();
-    return lookupValue(inst);
-  }
-
-  // Convert aggregate constants.
-  if (isa<llvm::ConstantAggregate>(constant) ||
-      isa<llvm::ConstantAggregateZero>(constant)) {
-    // Lookup the aggregate elements that have been converted before.
-    SmallVector<Value> elementValues;
-    if (auto *constAgg = dyn_cast<llvm::ConstantAggregate>(constant)) {
-      elementValues.reserve(constAgg->getNumOperands());
-      for (llvm::Value *operand : constAgg->operands())
-        elementValues.push_back(lookupValue(operand));
-    }
-    if (auto *constAgg = dyn_cast<llvm::ConstantAggregateZero>(constant)) {
-      unsigned numElements = constAgg->getElementCount().getFixedValue();
-      elementValues.reserve(numElements);
-      for (unsigned i = 0, e = numElements; i != e; ++i)
-        elementValues.push_back(lookupValue(constAgg->getElementValue(i)));
-    }
-    assert(llvm::count(elementValues, nullptr) == 0 &&
-           "expected all elements have been converted before");
-
-    // Generate an UndefOp as root value and insert the aggregate elements.
-    Type rootType = convertType(constant->getType());
-    bool isArrayOrStruct = rootType.isa<LLVMArrayType, LLVMStructType>();
-    assert((isArrayOrStruct || LLVM::isCompatibleVectorType(rootType)) &&
-           "unrecognized aggregate type");
-    Value root = builder.create<UndefOp>(loc, rootType);
-    for (const auto &it : llvm::enumerate(elementValues)) {
-      if (isArrayOrStruct) {
-        root = builder.create<InsertValueOp>(loc, root, it.value(), it.index());
-      } else {
-        Attribute indexAttr = builder.getI32IntegerAttr(it.index());
-        Value indexValue =
-            builder.create<ConstantOp>(loc, builder.getI32Type(), indexAttr);
-        root = builder.create<InsertElementOp>(loc, rootType, root, it.value(),
-                                               indexValue);
-      }
-    }
-    return root;
-  }
-
-  return emitError(loc) << "unhandled constant " << diag(*constant);
-}
-
-FailureOr<Value> Importer::convertConstantExpr(llvm::Constant *constant) {
-  assert(constantInsertionBlock &&
-         "expected the constant insertion block to be non-null");
-
-  // Insert the constant after the last one or at the start or the entry block.
-  OpBuilder::InsertionGuard guard(builder);
-  if (!constantInsertionOp) {
-    builder.setInsertionPointToStart(constantInsertionBlock);
-  } else {
-    builder.setInsertionPointAfter(constantInsertionOp);
-  }
-
-  // Convert all constants of the expression and add them to `valueMapping`.
-  SetVector<llvm::Constant *> constantsToConvert =
-      getConstantsToConvert(constant);
-  for (llvm::Constant *constantToConvert : constantsToConvert) {
-    FailureOr<Value> converted = convertConstant(constantToConvert);
-    if (failed(converted))
-      return failure();
-    mapValue(constantToConvert, *converted);
-  }
-
-  // Update the constant insertion point and return the converted constant.
-  Value result = lookupValue(constant);
-  constantInsertionOp = result.getDefiningOp();
-  return result;
-}
-
-FailureOr<Value> Importer::convertValue(llvm::Value *value) {
-  // A value may be wrapped as metadata, for example, when passed to a debug
-  // intrinsic. Unwrap these values before the conversion.
-  if (auto *nodeAsVal = dyn_cast<llvm::MetadataAsValue>(value))
-    if (auto *node = dyn_cast<llvm::ValueAsMetadata>(nodeAsVal->getMetadata()))
-      value = node->getValue();
-
-  // Return the mapped value if it has been converted before.
-  if (valueMapping.count(value))
-    return lookupValue(value);
-
-  // Convert constants such as immediate values that have no mapping yet.
-  if (auto *constant = dyn_cast<llvm::Constant>(value))
-    return convertConstantExpr(constant);
-
-  Location loc = UnknownLoc::get(context);
-  if (auto *inst = dyn_cast<llvm::Instruction>(value))
-    loc = translateLoc(inst->getDebugLoc());
-  return emitError(loc) << "unhandled value " << diag(*value);
-}
-
-FailureOr<SmallVector<Value>>
-Importer::convertValues(ArrayRef<llvm::Value *> values) {
-  SmallVector<Value> remapped;
-  remapped.reserve(values.size());
-  for (llvm::Value *value : values) {
-    FailureOr<Value> converted = convertValue(value);
-    if (failed(converted))
-      return failure();
-    remapped.push_back(*converted);
-  }
-  return remapped;
-}
-
-IntegerAttr Importer::matchIntegerAttr(llvm::Value *value) {
-  IntegerAttr integerAttr;
-  FailureOr<Value> converted = convertValue(value);
-  bool success = succeeded(converted) &&
-                 matchPattern(*converted, m_Constant(&integerAttr));
-  assert(success && "expected a constant value");
-  (void)success;
-  return integerAttr;
-}
-
-DILocalVariableAttr Importer::matchLocalVariableAttr(llvm::Value *value) {
-  auto *nodeAsVal = cast<llvm::MetadataAsValue>(value);
-  auto *node = cast<llvm::DILocalVariable>(nodeAsVal->getMetadata());
-  return debugImporter.translate(node);
-}
-
-LogicalResult
-Importer::convertBranchArgs(llvm::Instruction *branch, llvm::BasicBlock *target,
-                            SmallVectorImpl<Value> &blockArguments) {
-  for (auto inst = target->begin(); isa<llvm::PHINode>(inst); ++inst) {
-    auto *phiInst = cast<llvm::PHINode>(&*inst);
-    llvm::Value *value = phiInst->getIncomingValueForBlock(branch->getParent());
-    FailureOr<Value> converted = convertValue(value);
-    if (failed(converted))
-      return failure();
-    blockArguments.push_back(*converted);
-  }
-  return success();
-}
-
-LogicalResult
-Importer::convertCallTypeAndOperands(llvm::CallBase *callInst,
-                                     SmallVectorImpl<Type> &types,
-                                     SmallVectorImpl<Value> &operands) {
-  if (!callInst->getType()->isVoidTy())
-    types.push_back(convertType(callInst->getType()));
-
-  if (!callInst->getCalledFunction()) {
-    FailureOr<Value> called = convertValue(callInst->getCalledOperand());
-    if (failed(called))
-      return failure();
-    operands.push_back(*called);
-  }
-  SmallVector<llvm::Value *> args(callInst->args());
-  FailureOr<SmallVector<Value>> arguments = convertValues(args);
-  if (failed(arguments))
-    return failure();
-  llvm::append_range(operands, *arguments);
-  return success();
-}
-
-LogicalResult Importer::convertIntrinsic(OpBuilder &odsBuilder,
-                                         llvm::CallInst *inst,
-                                         llvm::Intrinsic::ID intrinsicID) {
-  Location loc = translateLoc(inst->getDebugLoc());
-
-  // Check if the intrinsic is convertible to an MLIR dialect counterpart and
-  // copy the arguments to an an LLVM operands array reference for conversion.
-  if (isConvertibleIntrinsic(intrinsicID)) {
-    SmallVector<llvm::Value *> args(inst->args());
-    ArrayRef<llvm::Value *> llvmOperands(args);
-#include "mlir/Dialect/LLVMIR/LLVMIntrinsicFromLLVMIRConversions.inc"
-  }
-
-  return emitError(loc) << "unhandled intrinsic " << diag(*inst);
-}
-
-LogicalResult Importer::convertOperation(OpBuilder &odsBuilder,
-                                         llvm::Instruction *inst) {
-  // Copy the operands to an LLVM operands array reference for conversion.
-  SmallVector<llvm::Value *> operands(inst->operands());
-  ArrayRef<llvm::Value *> llvmOperands(operands);
-
-  // Convert all instructions that provide an MLIR builder.
-#include "mlir/Dialect/LLVMIR/LLVMOpFromLLVMIRConversions.inc"
-
-  // Convert all remaining instructions that do not provide an MLIR builder.
-  Location loc = translateLoc(inst->getDebugLoc());
-  if (inst->getOpcode() == llvm::Instruction::Br) {
-    auto *brInst = cast<llvm::BranchInst>(inst);
-
-    SmallVector<Block *> succBlocks;
-    SmallVector<SmallVector<Value>> succBlockArgs;
-    for (auto i : llvm::seq<unsigned>(0, brInst->getNumSuccessors())) {
-      llvm::BasicBlock *succ = brInst->getSuccessor(i);
-      SmallVector<Value> blockArgs;
-      if (failed(convertBranchArgs(brInst, succ, blockArgs)))
-        return failure();
-      succBlocks.push_back(lookupBlock(succ));
-      succBlockArgs.push_back(blockArgs);
-    }
-
-    if (brInst->isConditional()) {
-      FailureOr<Value> condition = convertValue(brInst->getCondition());
-      if (failed(condition))
-        return failure();
-      builder.create<LLVM::CondBrOp>(loc, *condition, succBlocks.front(),
-                                     succBlockArgs.front(), succBlocks.back(),
-                                     succBlockArgs.back());
-    } else {
-      builder.create<LLVM::BrOp>(loc, succBlockArgs.front(),
-                                 succBlocks.front());
-    }
-    return success();
-  }
-  if (inst->getOpcode() == llvm::Instruction::Switch) {
-    auto *swInst = cast<llvm::SwitchInst>(inst);
-    // Process the condition value.
-    FailureOr<Value> condition = convertValue(swInst->getCondition());
-    if (failed(condition))
-      return failure();
-    SmallVector<Value> defaultBlockArgs;
-    // Process the default case.
-    llvm::BasicBlock *defaultBB = swInst->getDefaultDest();
-    if (failed(convertBranchArgs(swInst, defaultBB, defaultBlockArgs)))
-      return failure();
-
-    // Process the cases.
-    unsigned numCases = swInst->getNumCases();
-    SmallVector<SmallVector<Value>> caseOperands(numCases);
-    SmallVector<ValueRange> caseOperandRefs(numCases);
-    SmallVector<int32_t> caseValues(numCases);
-    SmallVector<Block *> caseBlocks(numCases);
-    for (const auto &it : llvm::enumerate(swInst->cases())) {
-      const llvm::SwitchInst::CaseHandle &caseHandle = it.value();
-      llvm::BasicBlock *succBB = caseHandle.getCaseSuccessor();
-      if (failed(convertBranchArgs(swInst, succBB, caseOperands[it.index()])))
-        return failure();
-      caseOperandRefs[it.index()] = caseOperands[it.index()];
-      caseValues[it.index()] = caseHandle.getCaseValue()->getSExtValue();
-      caseBlocks[it.index()] = lookupBlock(succBB);
-    }
-
-    builder.create<SwitchOp>(loc, *condition, lookupBlock(defaultBB),
-                             defaultBlockArgs, caseValues, caseBlocks,
-                             caseOperandRefs);
-    return success();
-  }
-  if (inst->getOpcode() == llvm::Instruction::PHI) {
-    Type type = convertType(inst->getType());
-    mapValue(inst, builder.getInsertionBlock()->addArgument(
-                       type, translateLoc(inst->getDebugLoc())));
-    return success();
-  }
-  if (inst->getOpcode() == llvm::Instruction::Call) {
-    auto *callInst = cast<llvm::CallInst>(inst);
-
-    SmallVector<Type> types;
-    SmallVector<Value> operands;
-    if (failed(convertCallTypeAndOperands(callInst, types, operands)))
-      return failure();
-
-    CallOp callOp;
-    if (llvm::Function *callee = callInst->getCalledFunction()) {
-      callOp = builder.create<CallOp>(
-          loc, types, SymbolRefAttr::get(context, callee->getName()), operands);
-    } else {
-      callOp = builder.create<CallOp>(loc, types, operands);
-    }
-    setFastmathFlagsAttr(inst, callOp);
-    if (!callInst->getType()->isVoidTy())
-      mapValue(inst, callOp.getResult());
-    return success();
-  }
-  if (inst->getOpcode() == llvm::Instruction::LandingPad) {
-    auto *lpInst = cast<llvm::LandingPadInst>(inst);
-
-    SmallVector<Value> operands;
-    operands.reserve(lpInst->getNumClauses());
-    for (auto i : llvm::seq<unsigned>(0, lpInst->getNumClauses())) {
-      FailureOr<Value> operand = convertConstantExpr(lpInst->getClause(i));
-      if (failed(operand))
-        return failure();
-      operands.push_back(*operand);
-    }
-
-    Type type = convertType(lpInst->getType());
-    Value res =
-        builder.create<LandingpadOp>(loc, type, lpInst->isCleanup(), operands);
-    mapValue(inst, res);
-    return success();
-  }
-  if (inst->getOpcode() == llvm::Instruction::Invoke) {
-    auto *invokeInst = cast<llvm::InvokeInst>(inst);
-
-    SmallVector<Type> types;
-    SmallVector<Value> operands;
-    if (failed(convertCallTypeAndOperands(invokeInst, types, operands)))
-      return failure();
-
-    SmallVector<Value> normalArgs, unwindArgs;
-    (void)convertBranchArgs(invokeInst, invokeInst->getNormalDest(),
-                            normalArgs);
-    (void)convertBranchArgs(invokeInst, invokeInst->getUnwindDest(),
-                            unwindArgs);
-
-    InvokeOp invokeOp;
-    if (llvm::Function *callee = invokeInst->getCalledFunction()) {
-      invokeOp = builder.create<InvokeOp>(
-          loc, types,
-          SymbolRefAttr::get(builder.getContext(), callee->getName()), operands,
-          lookupBlock(invokeInst->getNormalDest()), normalArgs,
-          lookupBlock(invokeInst->getUnwindDest()), unwindArgs);
-    } else {
-      invokeOp = builder.create<InvokeOp>(
-          loc, types, operands, lookupBlock(invokeInst->getNormalDest()),
-          normalArgs, lookupBlock(invokeInst->getUnwindDest()), unwindArgs);
-    }
-    if (!invokeInst->getType()->isVoidTy())
-      mapValue(inst, invokeOp.getResults().front());
-    return success();
-  }
-  if (inst->getOpcode() == llvm::Instruction::GetElementPtr) {
-    auto *gepInst = cast<llvm::GetElementPtrInst>(inst);
-    Type sourceElementType = convertType(gepInst->getSourceElementType());
-    FailureOr<Value> basePtr = convertValue(gepInst->getOperand(0));
-    if (failed(basePtr))
-      return failure();
-
-    // Treat every indices as dynamic since GEPOp::build will refine those
-    // indices into static attributes later. One small downside of this
-    // approach is that many unused `llvm.mlir.constant` would be emitted
-    // at first place.
-    SmallVector<GEPArg> indices;
-    for (llvm::Value *operand : llvm::drop_begin(gepInst->operand_values())) {
-      FailureOr<Value> index = convertValue(operand);
-      if (failed(index))
-        return failure();
-      indices.push_back(*index);
-    }
-
-    Type type = convertType(inst->getType());
-    Value res = builder.create<GEPOp>(loc, type, sourceElementType, *basePtr,
-                                      indices, gepInst->isInBounds());
-    mapValue(inst, res);
-    return success();
-  }
-
-  return emitError(loc) << "unhandled instruction " << diag(*inst);
-}
-
-LogicalResult Importer::processInstruction(llvm::Instruction *inst) {
-  // FIXME: Support uses of SubtargetData.
-  // FIXME: Add support for call / operand attributes.
-  // FIXME: Add support for the indirectbr, cleanupret, catchret, catchswitch,
-  // callbr, vaarg, landingpad, catchpad, cleanuppad instructions.
-
-  // Convert LLVM intrinsics calls to MLIR intrinsics.
-  if (auto *callInst = dyn_cast<llvm::CallInst>(inst)) {
-    llvm::Function *callee = callInst->getCalledFunction();
-    if (callee && callee->isIntrinsic())
-      return convertIntrinsic(builder, callInst, callInst->getIntrinsicID());
-  }
-
-  // Convert all remaining LLVM instructions to MLIR operations.
-  return convertOperation(builder, inst);
-}
-
-FlatSymbolRefAttr Importer::getPersonalityAsAttr(llvm::Function *f) {
-  if (!f->hasPersonalityFn())
-    return nullptr;
-
-  llvm::Constant *pf = f->getPersonalityFn();
-
-  // If it directly has a name, we can use it.
-  if (pf->hasName())
-    return SymbolRefAttr::get(builder.getContext(), pf->getName());
-
-  // If it doesn't have a name, currently, only function pointers that are
-  // bitcast to i8* are parsed.
-  if (auto *ce = dyn_cast<llvm::ConstantExpr>(pf)) {
-    if (ce->getOpcode() == llvm::Instruction::BitCast &&
-        ce->getType() == llvm::Type::getInt8PtrTy(f->getContext())) {
-      if (auto *func = dyn_cast<llvm::Function>(ce->getOperand(0)))
-        return SymbolRefAttr::get(builder.getContext(), func->getName());
-    }
-  }
-  return FlatSymbolRefAttr();
-}
-
-void Importer::processFunctionAttributes(llvm::Function *func,
-                                         LLVMFuncOp funcOp) {
-  auto addNamedUnitAttr = [&](StringRef name) {
-    return funcOp->setAttr(name, UnitAttr::get(context));
-  };
-  if (func->doesNotAccessMemory())
-    addNamedUnitAttr(LLVMDialect::getReadnoneAttrName());
-}
-
-LogicalResult Importer::processFunction(llvm::Function *func) {
-  clearBlockAndValueMapping();
-
-  auto functionType =
-      convertType(func->getFunctionType()).dyn_cast<LLVMFunctionType>();
-  if (func->isIntrinsic() && isConvertibleIntrinsic(func->getIntrinsicID()))
-    return success();
-
-  bool dsoLocal = func->hasLocalLinkage();
-  CConv cconv = convertCConvFromLLVM(func->getCallingConv());
-
-  // Insert the function at the end of the module.
-  OpBuilder::InsertionGuard guard(builder);
-  builder.setInsertionPoint(module.getBody(), module.getBody()->end());
-
-  LLVMFuncOp funcOp = builder.create<LLVMFuncOp>(
-      UnknownLoc::get(context), func->getName(), functionType,
-      convertLinkageFromLLVM(func->getLinkage()), dsoLocal, cconv);
-
-  // Set the function debug information if available.
-  debugImporter.translate(func, funcOp);
-
-  for (const auto &it : llvm::enumerate(functionType.getParams())) {
-    llvm::SmallVector<NamedAttribute, 1> argAttrs;
-    if (auto *type = func->getParamByValType(it.index())) {
-      Type mlirType = convertType(type);
-      argAttrs.push_back(
-          NamedAttribute(builder.getStringAttr(LLVMDialect::getByValAttrName()),
-                         TypeAttr::get(mlirType)));
-    }
-    if (auto *type = func->getParamByRefType(it.index())) {
-      Type mlirType = convertType(type);
-      argAttrs.push_back(
-          NamedAttribute(builder.getStringAttr(LLVMDialect::getByRefAttrName()),
-                         TypeAttr::get(mlirType)));
-    }
-    if (auto *type = func->getParamStructRetType(it.index())) {
-      Type mlirType = convertType(type);
-      argAttrs.push_back(NamedAttribute(
-          builder.getStringAttr(LLVMDialect::getStructRetAttrName()),
-          TypeAttr::get(mlirType)));
-    }
-    if (auto *type = func->getParamInAllocaType(it.index())) {
-      Type mlirType = convertType(type);
-      argAttrs.push_back(NamedAttribute(
-          builder.getStringAttr(LLVMDialect::getInAllocaAttrName()),
-          TypeAttr::get(mlirType)));
-    }
-
-    funcOp.setArgAttrs(it.index(), argAttrs);
-  }
-
-  if (FlatSymbolRefAttr personality = getPersonalityAsAttr(func))
-    funcOp.setPersonalityAttr(personality);
-  else if (func->hasPersonalityFn())
-    emitWarning(UnknownLoc::get(context),
-                "could not deduce personality, skipping it");
-
-  if (func->hasGC())
-    funcOp.setGarbageCollector(StringRef(func->getGC()));
-
-  // Handle Function attributes.
-  processFunctionAttributes(func, funcOp);
-
-  if (func->isDeclaration())
-    return success();
-
-  // Eagerly create all blocks.
-  for (llvm::BasicBlock &bb : *func) {
-    Block *block =
-        builder.createBlock(&funcOp.getBody(), funcOp.getBody().end());
-    mapBlock(&bb, block);
-  }
-
-  // Add function arguments to the entry block.
-  for (const auto &it : llvm::enumerate(func->args())) {
-    BlockArgument blockArg = funcOp.getFunctionBody().addArgument(
-        functionType.getParamType(it.index()), funcOp.getLoc());
-    mapValue(&it.value(), blockArg);
-  }
-
-  // Process the blocks in topological order. The ordered traversal ensures
-  // operands defined in a dominating block have a valid mapping to an MLIR
-  // value once a block is translated.
-  SetVector<llvm::BasicBlock *> blocks = getTopologicallySortedBlocks(func);
-  setConstantInsertionPointToStart(lookupBlock(blocks.front()));
-  for (llvm::BasicBlock *bb : blocks) {
-    if (failed(processBasicBlock(bb, lookupBlock(bb))))
-      return failure();
-  }
-
-  return success();
-}
-
-LogicalResult Importer::processBasicBlock(llvm::BasicBlock *bb, Block *block) {
-  builder.setInsertionPointToStart(block);
-  for (llvm::Instruction &inst : *bb) {
-    if (failed(processInstruction(&inst)))
-      return failure();
-  }
-  return success();
-}
-
-OwningOpRef<ModuleOp>
-mlir::translateLLVMIRToModule(std::unique_ptr<llvm::Module> llvmModule,
-                              MLIRContext *context) {
-  context->loadDialect<LLVMDialect>();
-  context->loadDialect<DLTIDialect>();
-  OwningOpRef<ModuleOp> module(ModuleOp::create(FileLineColLoc::get(
-      StringAttr::get(context, llvmModule->getSourceFileName()), /*line=*/0,
-      /*column=*/0)));
-
-  DataLayoutSpecInterface dlSpec =
-      translateDataLayout(llvmModule->getDataLayout(), context);
-  if (!dlSpec) {
-    emitError(UnknownLoc::get(context), "can't translate data layout");
-    return {};
-  }
-
-  module.get()->setAttr(DLTIDialect::kDataLayoutAttrName, dlSpec);
-
-  Importer deserializer(context, module.get());
-  for (llvm::GlobalVariable &gv : llvmModule->globals()) {
-    if (!deserializer.processGlobal(&gv))
-      return {};
-  }
-  for (llvm::Function &f : llvmModule->functions()) {
-    if (failed(deserializer.processFunction(&f)))
-      return {};
-  }
-
-  return module;
-}
-
-// Deserializes the LLVM bitcode stored in `input` into an MLIR module in the
-// LLVM dialect.
-static OwningOpRef<Operation *>
-translateLLVMIRToModule(llvm::SourceMgr &sourceMgr, MLIRContext *context) {
-  llvm::SMDiagnostic err;
-  llvm::LLVMContext llvmContext;
-  std::unique_ptr<llvm::Module> llvmModule = llvm::parseIR(
-      *sourceMgr.getMemoryBuffer(sourceMgr.getMainFileID()), err, llvmContext);
-  if (!llvmModule) {
-    std::string errStr;
-    llvm::raw_string_ostream errStream(errStr);
-    err.print(/*ProgName=*/"", errStream);
-    emitError(UnknownLoc::get(context)) << errStream.str();
-    return {};
-  }
-  return translateLLVMIRToModule(std::move(llvmModule), context);
-}
 
 namespace mlir {
 void registerFromLLVMIRTranslation() {
-  TranslateToMLIRRegistration fromLLVM(
-      "import-llvm", "from llvm to mlir",
-      [](llvm::SourceMgr &sourceMgr, MLIRContext *context) {
-        return ::translateLLVMIRToModule(sourceMgr, context);
+  TranslateToMLIRRegistration registration(
+      "import-llvm", "translate mlir to llvmir",
+      [](llvm::SourceMgr &sourceMgr,
+         MLIRContext *context) -> OwningOpRef<Operation *> {
+        llvm::SMDiagnostic err;
+        llvm::LLVMContext llvmContext;
+        std::unique_ptr<llvm::Module> llvmModule =
+            llvm::parseIR(*sourceMgr.getMemoryBuffer(sourceMgr.getMainFileID()),
+                          err, llvmContext);
+        if (!llvmModule) {
+          std::string errStr;
+          llvm::raw_string_ostream errStream(errStr);
+          err.print(/*ProgName=*/"", errStream);
+          emitError(UnknownLoc::get(context)) << errStream.str();
+          return {};
+        }
+        return translateLLVMIRToModule(std::move(llvmModule), context);
       });
 }
 } // namespace mlir

diff  --git a/mlir/lib/Target/LLVMIR/ModuleImport.cpp b/mlir/lib/Target/LLVMIR/ModuleImport.cpp
new file mode 100644
index 000000000000..fbca85c545a4
--- /dev/null
+++ b/mlir/lib/Target/LLVMIR/ModuleImport.cpp
@@ -0,0 +1,1175 @@
+//===- ModuleImport.cpp - LLVM to MLIR conversion ---------------*- C++ -*-===//
+//
+// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+// See https://llvm.org/LICENSE.txt for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+//===----------------------------------------------------------------------===//
+//
+// This file implements the import of an LLVM IR module into an LLVM dialect
+// module.
+//
+//===----------------------------------------------------------------------===//
+
+#include "mlir/Target/LLVMIR/ModuleImport.h"
+#include "mlir/Target/LLVMIR/Import.h"
+
+#include "DebugImporter.h"
+
+#include "mlir/Dialect/DLTI/DLTI.h"
+#include "mlir/Dialect/LLVMIR/LLVMDialect.h"
+#include "mlir/IR/Matchers.h"
+#include "mlir/Interfaces/DataLayoutInterfaces.h"
+#include "mlir/Tools/mlir-translate/Translation.h"
+
+#include "llvm/ADT/PostOrderIterator.h"
+#include "llvm/ADT/ScopeExit.h"
+#include "llvm/ADT/StringSet.h"
+#include "llvm/IR/Constants.h"
+#include "llvm/IR/InlineAsm.h"
+#include "llvm/IR/Instructions.h"
+#include "llvm/IR/IntrinsicInst.h"
+#include "llvm/IR/Operator.h"
+
+using namespace mlir;
+using namespace mlir::LLVM;
+using namespace mlir::LLVM::detail;
+
+#include "mlir/Dialect/LLVMIR/LLVMConversionEnumsFromLLVM.inc"
+
+/// Returns true if the LLVM IR intrinsic is convertible to an MLIR LLVM dialect
+/// intrinsic, or false if no counterpart exists.
+static bool isConvertibleIntrinsic(llvm::Intrinsic::ID id) {
+  static const DenseSet<unsigned> convertibleIntrinsics = {
+#include "mlir/Dialect/LLVMIR/LLVMConvertibleLLVMIRIntrinsics.inc"
+  };
+  return convertibleIntrinsics.contains(id);
+}
+
+// Utility to print an LLVM value as a string for passing to emitError().
+// FIXME: Diagnostic should be able to natively handle types that have
+// operator << (raw_ostream&) defined.
+static std::string diag(llvm::Value &value) {
+  std::string str;
+  llvm::raw_string_ostream os(str);
+  os << value;
+  return os.str();
+}
+
+/// Creates an attribute containing ABI and preferred alignment numbers parsed
+/// a string. The string may be either "abi:preferred" or just "abi". In the
+/// latter case, the prefrred alignment is considered equal to ABI alignment.
+static DenseIntElementsAttr parseDataLayoutAlignment(MLIRContext &ctx,
+                                                     StringRef spec) {
+  auto i32 = IntegerType::get(&ctx, 32);
+
+  StringRef abiString, preferredString;
+  std::tie(abiString, preferredString) = spec.split(':');
+  int abi, preferred;
+  if (abiString.getAsInteger(/*Radix=*/10, abi))
+    return nullptr;
+
+  if (preferredString.empty())
+    preferred = abi;
+  else if (preferredString.getAsInteger(/*Radix=*/10, preferred))
+    return nullptr;
+
+  return DenseIntElementsAttr::get(VectorType::get({2}, i32), {abi, preferred});
+}
+
+/// Returns a supported MLIR floating point type of the given bit width or null
+/// if the bit width is not supported.
+static FloatType getDLFloatType(MLIRContext &ctx, int32_t bitwidth) {
+  switch (bitwidth) {
+  case 16:
+    return FloatType::getF16(&ctx);
+  case 32:
+    return FloatType::getF32(&ctx);
+  case 64:
+    return FloatType::getF64(&ctx);
+  case 80:
+    return FloatType::getF80(&ctx);
+  case 128:
+    return FloatType::getF128(&ctx);
+  default:
+    return nullptr;
+  }
+}
+
+static ICmpPredicate getICmpPredicate(llvm::CmpInst::Predicate pred) {
+  switch (pred) {
+  default:
+    llvm_unreachable("incorrect comparison predicate");
+  case llvm::CmpInst::Predicate::ICMP_EQ:
+    return LLVM::ICmpPredicate::eq;
+  case llvm::CmpInst::Predicate::ICMP_NE:
+    return LLVM::ICmpPredicate::ne;
+  case llvm::CmpInst::Predicate::ICMP_SLT:
+    return LLVM::ICmpPredicate::slt;
+  case llvm::CmpInst::Predicate::ICMP_SLE:
+    return LLVM::ICmpPredicate::sle;
+  case llvm::CmpInst::Predicate::ICMP_SGT:
+    return LLVM::ICmpPredicate::sgt;
+  case llvm::CmpInst::Predicate::ICMP_SGE:
+    return LLVM::ICmpPredicate::sge;
+  case llvm::CmpInst::Predicate::ICMP_ULT:
+    return LLVM::ICmpPredicate::ult;
+  case llvm::CmpInst::Predicate::ICMP_ULE:
+    return LLVM::ICmpPredicate::ule;
+  case llvm::CmpInst::Predicate::ICMP_UGT:
+    return LLVM::ICmpPredicate::ugt;
+  case llvm::CmpInst::Predicate::ICMP_UGE:
+    return LLVM::ICmpPredicate::uge;
+  }
+  llvm_unreachable("incorrect integer comparison predicate");
+}
+
+static FCmpPredicate getFCmpPredicate(llvm::CmpInst::Predicate pred) {
+  switch (pred) {
+  default:
+    llvm_unreachable("incorrect comparison predicate");
+  case llvm::CmpInst::Predicate::FCMP_FALSE:
+    return LLVM::FCmpPredicate::_false;
+  case llvm::CmpInst::Predicate::FCMP_TRUE:
+    return LLVM::FCmpPredicate::_true;
+  case llvm::CmpInst::Predicate::FCMP_OEQ:
+    return LLVM::FCmpPredicate::oeq;
+  case llvm::CmpInst::Predicate::FCMP_ONE:
+    return LLVM::FCmpPredicate::one;
+  case llvm::CmpInst::Predicate::FCMP_OLT:
+    return LLVM::FCmpPredicate::olt;
+  case llvm::CmpInst::Predicate::FCMP_OLE:
+    return LLVM::FCmpPredicate::ole;
+  case llvm::CmpInst::Predicate::FCMP_OGT:
+    return LLVM::FCmpPredicate::ogt;
+  case llvm::CmpInst::Predicate::FCMP_OGE:
+    return LLVM::FCmpPredicate::oge;
+  case llvm::CmpInst::Predicate::FCMP_ORD:
+    return LLVM::FCmpPredicate::ord;
+  case llvm::CmpInst::Predicate::FCMP_ULT:
+    return LLVM::FCmpPredicate::ult;
+  case llvm::CmpInst::Predicate::FCMP_ULE:
+    return LLVM::FCmpPredicate::ule;
+  case llvm::CmpInst::Predicate::FCMP_UGT:
+    return LLVM::FCmpPredicate::ugt;
+  case llvm::CmpInst::Predicate::FCMP_UGE:
+    return LLVM::FCmpPredicate::uge;
+  case llvm::CmpInst::Predicate::FCMP_UNO:
+    return LLVM::FCmpPredicate::uno;
+  case llvm::CmpInst::Predicate::FCMP_UEQ:
+    return LLVM::FCmpPredicate::ueq;
+  case llvm::CmpInst::Predicate::FCMP_UNE:
+    return LLVM::FCmpPredicate::une;
+  }
+  llvm_unreachable("incorrect floating point comparison predicate");
+}
+
+static AtomicOrdering getLLVMAtomicOrdering(llvm::AtomicOrdering ordering) {
+  switch (ordering) {
+  case llvm::AtomicOrdering::NotAtomic:
+    return LLVM::AtomicOrdering::not_atomic;
+  case llvm::AtomicOrdering::Unordered:
+    return LLVM::AtomicOrdering::unordered;
+  case llvm::AtomicOrdering::Monotonic:
+    return LLVM::AtomicOrdering::monotonic;
+  case llvm::AtomicOrdering::Acquire:
+    return LLVM::AtomicOrdering::acquire;
+  case llvm::AtomicOrdering::Release:
+    return LLVM::AtomicOrdering::release;
+  case llvm::AtomicOrdering::AcquireRelease:
+    return LLVM::AtomicOrdering::acq_rel;
+  case llvm::AtomicOrdering::SequentiallyConsistent:
+    return LLVM::AtomicOrdering::seq_cst;
+  }
+  llvm_unreachable("incorrect atomic ordering");
+}
+
+static AtomicBinOp getLLVMAtomicBinOp(llvm::AtomicRMWInst::BinOp binOp) {
+  switch (binOp) {
+  case llvm::AtomicRMWInst::Xchg:
+    return LLVM::AtomicBinOp::xchg;
+  case llvm::AtomicRMWInst::Add:
+    return LLVM::AtomicBinOp::add;
+  case llvm::AtomicRMWInst::Sub:
+    return LLVM::AtomicBinOp::sub;
+  case llvm::AtomicRMWInst::And:
+    return LLVM::AtomicBinOp::_and;
+  case llvm::AtomicRMWInst::Nand:
+    return LLVM::AtomicBinOp::nand;
+  case llvm::AtomicRMWInst::Or:
+    return LLVM::AtomicBinOp::_or;
+  case llvm::AtomicRMWInst::Xor:
+    return LLVM::AtomicBinOp::_xor;
+  case llvm::AtomicRMWInst::Max:
+    return LLVM::AtomicBinOp::max;
+  case llvm::AtomicRMWInst::Min:
+    return LLVM::AtomicBinOp::min;
+  case llvm::AtomicRMWInst::UMax:
+    return LLVM::AtomicBinOp::umax;
+  case llvm::AtomicRMWInst::UMin:
+    return LLVM::AtomicBinOp::umin;
+  case llvm::AtomicRMWInst::FAdd:
+    return LLVM::AtomicBinOp::fadd;
+  case llvm::AtomicRMWInst::FSub:
+    return LLVM::AtomicBinOp::fsub;
+  default:
+    llvm_unreachable("unsupported atomic binary operation");
+  }
+}
+
+/// Converts the sync scope identifier of `fenceInst` to the string
+/// representation necessary to build the LLVM dialect fence operation.
+static StringRef getLLVMSyncScope(llvm::FenceInst *fenceInst) {
+  llvm::LLVMContext &llvmContext = fenceInst->getContext();
+  SmallVector<StringRef> syncScopeNames;
+  llvmContext.getSyncScopeNames(syncScopeNames);
+  for (StringRef name : syncScopeNames)
+    if (fenceInst->getSyncScopeID() == llvmContext.getOrInsertSyncScopeID(name))
+      return name;
+  llvm_unreachable("incorrect sync scope identifier");
+}
+
+/// Converts an array of unsigned indices to a signed integer position array.
+static SmallVector<int64_t> getPositionFromIndices(ArrayRef<unsigned> indices) {
+  SmallVector<int64_t> position;
+  llvm::append_range(position, indices);
+  return position;
+}
+
+/// Translate the given LLVM data layout into an MLIR equivalent using the DLTI
+/// dialect.
+DataLayoutSpecInterface
+mlir::translateDataLayout(const llvm::DataLayout &dataLayout,
+                          MLIRContext *context) {
+  assert(context && "expected MLIR context");
+  std::string layoutstr = dataLayout.getStringRepresentation();
+
+  // Remaining unhandled default layout defaults
+  // e (little endian if not set)
+  // p[n]:64:64:64 (non zero address spaces have 64-bit properties)
+  std::string append =
+      "p:64:64:64-S0-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:32:64-f16:16:16-f64:"
+      "64:64-f128:128:128-v64:64:64-v128:128:128-a:0:64";
+  if (layoutstr.empty())
+    layoutstr = append;
+  else
+    layoutstr = layoutstr + "-" + append;
+
+  StringRef layout(layoutstr);
+
+  SmallVector<DataLayoutEntryInterface> entries;
+  StringSet<> seen;
+  while (!layout.empty()) {
+    // Split at '-'.
+    std::pair<StringRef, StringRef> split = layout.split('-');
+    StringRef current;
+    std::tie(current, layout) = split;
+
+    // Split at ':'.
+    StringRef kind, spec;
+    std::tie(kind, spec) = current.split(':');
+    if (seen.contains(kind))
+      continue;
+    seen.insert(kind);
+
+    char symbol = kind.front();
+    StringRef parameter = kind.substr(1);
+
+    if (symbol == 'i' || symbol == 'f') {
+      unsigned bitwidth;
+      if (parameter.getAsInteger(/*Radix=*/10, bitwidth))
+        return nullptr;
+      DenseIntElementsAttr params = parseDataLayoutAlignment(*context, spec);
+      if (!params)
+        return nullptr;
+      auto entry = DataLayoutEntryAttr::get(
+          symbol == 'i' ? static_cast<Type>(IntegerType::get(context, bitwidth))
+                        : getDLFloatType(*context, bitwidth),
+          params);
+      entries.emplace_back(entry);
+    } else if (symbol == 'e' || symbol == 'E') {
+      auto value = StringAttr::get(
+          context, symbol == 'e' ? DLTIDialect::kDataLayoutEndiannessLittle
+                                 : DLTIDialect::kDataLayoutEndiannessBig);
+      auto entry = DataLayoutEntryAttr::get(
+          StringAttr::get(context, DLTIDialect::kDataLayoutEndiannessKey),
+          value);
+      entries.emplace_back(entry);
+    }
+  }
+
+  return DataLayoutSpecAttr::get(context, entries);
+}
+
+/// Get a topologically sorted list of blocks for the given function.
+static SetVector<llvm::BasicBlock *>
+getTopologicallySortedBlocks(llvm::Function *func) {
+  SetVector<llvm::BasicBlock *> blocks;
+  for (llvm::BasicBlock &bb : *func) {
+    if (blocks.count(&bb) == 0) {
+      llvm::ReversePostOrderTraversal<llvm::BasicBlock *> traversal(&bb);
+      blocks.insert(traversal.begin(), traversal.end());
+    }
+  }
+  assert(blocks.size() == func->size() && "some blocks are not sorted");
+
+  return blocks;
+}
+
+ModuleImport::ModuleImport(ModuleOp mlirModule,
+                           std::unique_ptr<llvm::Module> llvmModule)
+    : builder(mlirModule->getContext()), context(mlirModule->getContext()),
+      mlirModule(mlirModule), llvmModule(std::move(llvmModule)),
+      typeTranslator(*mlirModule->getContext()),
+      debugImporter(std::make_unique<DebugImporter>(mlirModule->getContext())) {
+  builder.setInsertionPointToStart(mlirModule.getBody());
+}
+
+LogicalResult ModuleImport::convertGlobals() {
+  for (llvm::GlobalVariable &globalVar : llvmModule->globals())
+    if (!processGlobal(&globalVar))
+      return failure();
+  return success();
+}
+
+LogicalResult ModuleImport::convertFunctions() {
+  for (llvm::Function &func : llvmModule->functions())
+    if (failed(processFunction(&func)))
+      return failure();
+  return success();
+}
+
+void ModuleImport::setFastmathFlagsAttr(llvm::Instruction *inst,
+                                        Operation *op) const {
+  auto iface = cast<FastmathFlagsInterface>(op);
+
+  // Even if the imported operation implements the fastmath interface, the
+  // original instruction may not have fastmath flags set. Exit if an
+  // instruction, such as a non floating-point function call, does not have
+  // fastmath flags.
+  if (!isa<llvm::FPMathOperator>(inst))
+    return;
+  llvm::FastMathFlags flags = inst->getFastMathFlags();
+
+  // Set the fastmath bits flag-by-flag.
+  FastmathFlags value = {};
+  value = bitEnumSet(value, FastmathFlags::nnan, flags.noNaNs());
+  value = bitEnumSet(value, FastmathFlags::ninf, flags.noInfs());
+  value = bitEnumSet(value, FastmathFlags::nsz, flags.noSignedZeros());
+  value = bitEnumSet(value, FastmathFlags::arcp, flags.allowReciprocal());
+  value = bitEnumSet(value, FastmathFlags::contract, flags.allowContract());
+  value = bitEnumSet(value, FastmathFlags::afn, flags.approxFunc());
+  value = bitEnumSet(value, FastmathFlags::reassoc, flags.allowReassoc());
+  FastmathFlagsAttr attr = FastmathFlagsAttr::get(builder.getContext(), value);
+  iface->setAttr(iface.getFastmathAttrName(), attr);
+}
+
+// We only need integers, floats, doubles, and vectors and tensors thereof for
+// attributes. Scalar and vector types are converted to the standard
+// equivalents. Array types are converted to ranked tensors; nested array types
+// are converted to multi-dimensional tensors or vectors, depending on the
+// innermost type being a scalar or a vector.
+Type ModuleImport::getStdTypeForAttr(Type type) {
+  if (!type)
+    return nullptr;
+
+  if (type.isa<IntegerType, FloatType>())
+    return type;
+
+  // LLVM vectors can only contain scalars.
+  if (LLVM::isCompatibleVectorType(type)) {
+    llvm::ElementCount numElements = LLVM::getVectorNumElements(type);
+    if (numElements.isScalable()) {
+      emitError(UnknownLoc::get(context)) << "scalable vectors not supported";
+      return nullptr;
+    }
+    Type elementType = getStdTypeForAttr(LLVM::getVectorElementType(type));
+    if (!elementType)
+      return nullptr;
+    return VectorType::get(numElements.getKnownMinValue(), elementType);
+  }
+
+  // LLVM arrays can contain other arrays or vectors.
+  if (auto arrayType = type.dyn_cast<LLVMArrayType>()) {
+    // Recover the nested array shape.
+    SmallVector<int64_t, 4> shape;
+    shape.push_back(arrayType.getNumElements());
+    while (arrayType.getElementType().isa<LLVMArrayType>()) {
+      arrayType = arrayType.getElementType().cast<LLVMArrayType>();
+      shape.push_back(arrayType.getNumElements());
+    }
+
+    // If the innermost type is a vector, use the multi-dimensional vector as
+    // attribute type.
+    if (LLVM::isCompatibleVectorType(arrayType.getElementType())) {
+      llvm::ElementCount numElements =
+          LLVM::getVectorNumElements(arrayType.getElementType());
+      if (numElements.isScalable()) {
+        emitError(UnknownLoc::get(context)) << "scalable vectors not supported";
+        return nullptr;
+      }
+      shape.push_back(numElements.getKnownMinValue());
+
+      Type elementType = getStdTypeForAttr(
+          LLVM::getVectorElementType(arrayType.getElementType()));
+      if (!elementType)
+        return nullptr;
+      return VectorType::get(shape, elementType);
+    }
+
+    // Otherwise use a tensor.
+    Type elementType = getStdTypeForAttr(arrayType.getElementType());
+    if (!elementType)
+      return nullptr;
+    return RankedTensorType::get(shape, elementType);
+  }
+
+  return nullptr;
+}
+
+// Get the given constant as an attribute. Not all constants can be represented
+// as attributes.
+Attribute ModuleImport::getConstantAsAttr(llvm::Constant *value) {
+  if (auto *ci = dyn_cast<llvm::ConstantInt>(value))
+    return builder.getIntegerAttr(
+        IntegerType::get(context, ci->getType()->getBitWidth()),
+        ci->getValue());
+  if (auto *c = dyn_cast<llvm::ConstantDataArray>(value))
+    if (c->isString())
+      return builder.getStringAttr(c->getAsString());
+  if (auto *c = dyn_cast<llvm::ConstantFP>(value)) {
+    llvm::Type *type = c->getType();
+    FloatType floatTy;
+    if (type->isBFloatTy())
+      floatTy = FloatType::getBF16(context);
+    else
+      floatTy = getDLFloatType(*context, type->getScalarSizeInBits());
+    assert(floatTy && "unsupported floating point type");
+    return builder.getFloatAttr(floatTy, c->getValueAPF());
+  }
+  if (auto *f = dyn_cast<llvm::Function>(value))
+    return SymbolRefAttr::get(builder.getContext(), f->getName());
+
+  // Convert constant data to a dense elements attribute.
+  if (auto *cd = dyn_cast<llvm::ConstantDataSequential>(value)) {
+    Type type = convertType(cd->getElementType());
+    auto attrType = getStdTypeForAttr(convertType(cd->getType()))
+                        .dyn_cast_or_null<ShapedType>();
+    if (!attrType)
+      return nullptr;
+
+    if (type.isa<IntegerType>()) {
+      SmallVector<APInt, 8> values;
+      values.reserve(cd->getNumElements());
+      for (unsigned i = 0, e = cd->getNumElements(); i < e; ++i)
+        values.push_back(cd->getElementAsAPInt(i));
+      return DenseElementsAttr::get(attrType, values);
+    }
+
+    if (type.isa<Float32Type, Float64Type>()) {
+      SmallVector<APFloat, 8> values;
+      values.reserve(cd->getNumElements());
+      for (unsigned i = 0, e = cd->getNumElements(); i < e; ++i)
+        values.push_back(cd->getElementAsAPFloat(i));
+      return DenseElementsAttr::get(attrType, values);
+    }
+
+    return nullptr;
+  }
+
+  // Unpack constant aggregates to create dense elements attribute whenever
+  // possible. Return nullptr (failure) otherwise.
+  if (isa<llvm::ConstantAggregate>(value)) {
+    auto outerType = getStdTypeForAttr(convertType(value->getType()))
+                         .dyn_cast_or_null<ShapedType>();
+    if (!outerType)
+      return nullptr;
+
+    SmallVector<Attribute, 8> values;
+    SmallVector<int64_t, 8> shape;
+
+    for (unsigned i = 0, e = value->getNumOperands(); i < e; ++i) {
+      auto nested = getConstantAsAttr(value->getAggregateElement(i))
+                        .dyn_cast_or_null<DenseElementsAttr>();
+      if (!nested)
+        return nullptr;
+
+      values.append(nested.value_begin<Attribute>(),
+                    nested.value_end<Attribute>());
+    }
+
+    return DenseElementsAttr::get(outerType, values);
+  }
+
+  return nullptr;
+}
+
+GlobalOp ModuleImport::processGlobal(llvm::GlobalVariable *globalVar) {
+  if (globals.count(globalVar))
+    return globals[globalVar];
+
+  // Insert the global after the last one or at the start of the module.
+  OpBuilder::InsertionGuard guard(builder);
+  if (!globalInsertionOp) {
+    builder.setInsertionPointToStart(mlirModule.getBody());
+  } else {
+    builder.setInsertionPointAfter(globalInsertionOp);
+  }
+
+  Attribute valueAttr;
+  if (globalVar->hasInitializer())
+    valueAttr = getConstantAsAttr(globalVar->getInitializer());
+  Type type = convertType(globalVar->getValueType());
+
+  uint64_t alignment = 0;
+  llvm::MaybeAlign maybeAlign = globalVar->getAlign();
+  if (maybeAlign.has_value()) {
+    llvm::Align align = *maybeAlign;
+    alignment = align.value();
+  }
+
+  GlobalOp globalOp = builder.create<GlobalOp>(
+      UnknownLoc::get(context), type, globalVar->isConstant(),
+      convertLinkageFromLLVM(globalVar->getLinkage()), globalVar->getName(),
+      valueAttr, alignment, /*addr_space=*/globalVar->getAddressSpace(),
+      /*dso_local=*/globalVar->isDSOLocal(),
+      /*thread_local=*/globalVar->isThreadLocal());
+  globalInsertionOp = globalOp;
+
+  if (globalVar->hasInitializer() && !valueAttr) {
+    clearBlockAndValueMapping();
+    Block *block = builder.createBlock(&globalOp.getInitializerRegion());
+    setConstantInsertionPointToStart(block);
+    FailureOr<Value> initializer =
+        convertConstantExpr(globalVar->getInitializer());
+    if (failed(initializer))
+      return {};
+    builder.create<ReturnOp>(globalOp.getLoc(), *initializer);
+  }
+  if (globalVar->hasAtLeastLocalUnnamedAddr()) {
+    globalOp.setUnnamedAddr(
+        convertUnnamedAddrFromLLVM(globalVar->getUnnamedAddr()));
+  }
+  if (globalVar->hasSection())
+    globalOp.setSection(globalVar->getSection());
+
+  return globals[globalVar] = globalOp;
+}
+
+SetVector<llvm::Constant *>
+ModuleImport::getConstantsToConvert(llvm::Constant *constant) {
+  // Traverse the constant dependencies in post order.
+  SmallVector<llvm::Constant *> workList;
+  SmallVector<llvm::Constant *> orderedList;
+  workList.push_back(constant);
+  while (!workList.empty()) {
+    llvm::Constant *current = workList.pop_back_val();
+    // Skip constants that have been converted before and store all other ones.
+    if (valueMapping.count(current))
+      continue;
+    orderedList.push_back(current);
+    // Add the current constant's dependencies to the work list. Only add
+    // constant dependencies and skip any other values such as basic block
+    // addresses.
+    for (llvm::Value *operand : current->operands())
+      if (auto *constDependency = dyn_cast<llvm::Constant>(operand))
+        workList.push_back(constDependency);
+    // Use the `getElementValue` method to add the dependencies of zero
+    // initialized aggregate constants since they do not take any operands.
+    if (auto *constAgg = dyn_cast<llvm::ConstantAggregateZero>(current)) {
+      unsigned numElements = constAgg->getElementCount().getFixedValue();
+      for (unsigned i = 0, e = numElements; i != e; ++i)
+        workList.push_back(constAgg->getElementValue(i));
+    }
+  }
+
+  // Add the constants in reverse post order to the result set to ensure all
+  // dependencies are satisfied. Avoid storing duplicates since LLVM constants
+  // are uniqued and only one `valueMapping` entry per constant is possible.
+  SetVector<llvm::Constant *> orderedSet;
+  for (llvm::Constant *orderedConst : llvm::reverse(orderedList))
+    orderedSet.insert(orderedConst);
+  return orderedSet;
+}
+
+FailureOr<Value> ModuleImport::convertConstant(llvm::Constant *constant) {
+  // Constants have no location attached.
+  Location loc = UnknownLoc::get(context);
+
+  // Convert constants that can be represented as attributes.
+  if (Attribute attr = getConstantAsAttr(constant)) {
+    Type type = convertType(constant->getType());
+    if (auto symbolRef = attr.dyn_cast<FlatSymbolRefAttr>()) {
+      return builder.create<AddressOfOp>(loc, type, symbolRef.getValue())
+          .getResult();
+    }
+    return builder.create<ConstantOp>(loc, type, attr).getResult();
+  }
+
+  // Convert null pointer constants.
+  if (auto *nullPtr = dyn_cast<llvm::ConstantPointerNull>(constant)) {
+    Type type = convertType(nullPtr->getType());
+    return builder.create<NullOp>(loc, type).getResult();
+  }
+
+  // Convert undef.
+  if (auto *undefVal = dyn_cast<llvm::UndefValue>(constant)) {
+    Type type = convertType(undefVal->getType());
+    return builder.create<UndefOp>(loc, type).getResult();
+  }
+
+  // Convert global variable accesses.
+  if (auto *globalVar = dyn_cast<llvm::GlobalVariable>(constant)) {
+    return builder.create<AddressOfOp>(loc, processGlobal(globalVar))
+        .getResult();
+  }
+
+  // Convert constant expressions.
+  if (auto *constExpr = dyn_cast<llvm::ConstantExpr>(constant)) {
+    // Convert the constant expression to a temporary LLVM instruction and
+    // translate it using the `processInstruction` method. Delete the
+    // instruction after the translation and remove it from `valueMapping`,
+    // since later calls to `getAsInstruction` may return the same address
+    // resulting in a conflicting `valueMapping` entry.
+    llvm::Instruction *inst = constExpr->getAsInstruction();
+    auto guard = llvm::make_scope_exit([&]() {
+      valueMapping.erase(inst);
+      inst->deleteValue();
+    });
+    // Note: `processInstruction` does not call `convertConstant` recursively
+    // since all constant dependencies have been converted before.
+    assert(llvm::all_of(inst->operands(), [&](llvm::Value *value) {
+      return valueMapping.count(value);
+    }));
+    if (failed(processInstruction(inst)))
+      return failure();
+    return lookupValue(inst);
+  }
+
+  // Convert aggregate constants.
+  if (isa<llvm::ConstantAggregate>(constant) ||
+      isa<llvm::ConstantAggregateZero>(constant)) {
+    // Lookup the aggregate elements that have been converted before.
+    SmallVector<Value> elementValues;
+    if (auto *constAgg = dyn_cast<llvm::ConstantAggregate>(constant)) {
+      elementValues.reserve(constAgg->getNumOperands());
+      for (llvm::Value *operand : constAgg->operands())
+        elementValues.push_back(lookupValue(operand));
+    }
+    if (auto *constAgg = dyn_cast<llvm::ConstantAggregateZero>(constant)) {
+      unsigned numElements = constAgg->getElementCount().getFixedValue();
+      elementValues.reserve(numElements);
+      for (unsigned i = 0, e = numElements; i != e; ++i)
+        elementValues.push_back(lookupValue(constAgg->getElementValue(i)));
+    }
+    assert(llvm::count(elementValues, nullptr) == 0 &&
+           "expected all elements have been converted before");
+
+    // Generate an UndefOp as root value and insert the aggregate elements.
+    Type rootType = convertType(constant->getType());
+    bool isArrayOrStruct = rootType.isa<LLVMArrayType, LLVMStructType>();
+    assert((isArrayOrStruct || LLVM::isCompatibleVectorType(rootType)) &&
+           "unrecognized aggregate type");
+    Value root = builder.create<UndefOp>(loc, rootType);
+    for (const auto &it : llvm::enumerate(elementValues)) {
+      if (isArrayOrStruct) {
+        root = builder.create<InsertValueOp>(loc, root, it.value(), it.index());
+      } else {
+        Attribute indexAttr = builder.getI32IntegerAttr(it.index());
+        Value indexValue =
+            builder.create<ConstantOp>(loc, builder.getI32Type(), indexAttr);
+        root = builder.create<InsertElementOp>(loc, rootType, root, it.value(),
+                                               indexValue);
+      }
+    }
+    return root;
+  }
+
+  return emitError(loc) << "unhandled constant " << diag(*constant);
+}
+
+FailureOr<Value> ModuleImport::convertConstantExpr(llvm::Constant *constant) {
+  assert(constantInsertionBlock &&
+         "expected the constant insertion block to be non-null");
+
+  // Insert the constant after the last one or at the start or the entry block.
+  OpBuilder::InsertionGuard guard(builder);
+  if (!constantInsertionOp) {
+    builder.setInsertionPointToStart(constantInsertionBlock);
+  } else {
+    builder.setInsertionPointAfter(constantInsertionOp);
+  }
+
+  // Convert all constants of the expression and add them to `valueMapping`.
+  SetVector<llvm::Constant *> constantsToConvert =
+      getConstantsToConvert(constant);
+  for (llvm::Constant *constantToConvert : constantsToConvert) {
+    FailureOr<Value> converted = convertConstant(constantToConvert);
+    if (failed(converted))
+      return failure();
+    mapValue(constantToConvert, *converted);
+  }
+
+  // Update the constant insertion point and return the converted constant.
+  Value result = lookupValue(constant);
+  constantInsertionOp = result.getDefiningOp();
+  return result;
+}
+
+FailureOr<Value> ModuleImport::convertValue(llvm::Value *value) {
+  // A value may be wrapped as metadata, for example, when passed to a debug
+  // intrinsic. Unwrap these values before the conversion.
+  if (auto *nodeAsVal = dyn_cast<llvm::MetadataAsValue>(value))
+    if (auto *node = dyn_cast<llvm::ValueAsMetadata>(nodeAsVal->getMetadata()))
+      value = node->getValue();
+
+  // Return the mapped value if it has been converted before.
+  if (valueMapping.count(value))
+    return lookupValue(value);
+
+  // Convert constants such as immediate values that have no mapping yet.
+  if (auto *constant = dyn_cast<llvm::Constant>(value))
+    return convertConstantExpr(constant);
+
+  Location loc = UnknownLoc::get(context);
+  if (auto *inst = dyn_cast<llvm::Instruction>(value))
+    loc = translateLoc(inst->getDebugLoc());
+  return emitError(loc) << "unhandled value " << diag(*value);
+}
+
+FailureOr<SmallVector<Value>>
+ModuleImport::convertValues(ArrayRef<llvm::Value *> values) {
+  SmallVector<Value> remapped;
+  remapped.reserve(values.size());
+  for (llvm::Value *value : values) {
+    FailureOr<Value> converted = convertValue(value);
+    if (failed(converted))
+      return failure();
+    remapped.push_back(*converted);
+  }
+  return remapped;
+}
+
+IntegerAttr ModuleImport::matchIntegerAttr(llvm::Value *value) {
+  IntegerAttr integerAttr;
+  FailureOr<Value> converted = convertValue(value);
+  bool success = succeeded(converted) &&
+                 matchPattern(*converted, m_Constant(&integerAttr));
+  assert(success && "expected a constant value");
+  (void)success;
+  return integerAttr;
+}
+
+DILocalVariableAttr ModuleImport::matchLocalVariableAttr(llvm::Value *value) {
+  auto *nodeAsVal = cast<llvm::MetadataAsValue>(value);
+  auto *node = cast<llvm::DILocalVariable>(nodeAsVal->getMetadata());
+  return debugImporter->translate(node);
+}
+
+Location ModuleImport::translateLoc(llvm::DILocation *loc) {
+  return debugImporter->translateLoc(loc);
+}
+
+LogicalResult
+ModuleImport::convertBranchArgs(llvm::Instruction *branch,
+                                llvm::BasicBlock *target,
+                                SmallVectorImpl<Value> &blockArguments) {
+  for (auto inst = target->begin(); isa<llvm::PHINode>(inst); ++inst) {
+    auto *phiInst = cast<llvm::PHINode>(&*inst);
+    llvm::Value *value = phiInst->getIncomingValueForBlock(branch->getParent());
+    FailureOr<Value> converted = convertValue(value);
+    if (failed(converted))
+      return failure();
+    blockArguments.push_back(*converted);
+  }
+  return success();
+}
+
+LogicalResult
+ModuleImport::convertCallTypeAndOperands(llvm::CallBase *callInst,
+                                         SmallVectorImpl<Type> &types,
+                                         SmallVectorImpl<Value> &operands) {
+  if (!callInst->getType()->isVoidTy())
+    types.push_back(convertType(callInst->getType()));
+
+  if (!callInst->getCalledFunction()) {
+    FailureOr<Value> called = convertValue(callInst->getCalledOperand());
+    if (failed(called))
+      return failure();
+    operands.push_back(*called);
+  }
+  SmallVector<llvm::Value *> args(callInst->args());
+  FailureOr<SmallVector<Value>> arguments = convertValues(args);
+  if (failed(arguments))
+    return failure();
+  llvm::append_range(operands, *arguments);
+  return success();
+}
+
+LogicalResult ModuleImport::convertIntrinsic(OpBuilder &odsBuilder,
+                                             llvm::CallInst *inst,
+                                             llvm::Intrinsic::ID intrinsicID) {
+  Location loc = translateLoc(inst->getDebugLoc());
+
+  // Check if the intrinsic is convertible to an MLIR dialect counterpart and
+  // copy the arguments to an an LLVM operands array reference for conversion.
+  if (isConvertibleIntrinsic(intrinsicID)) {
+    SmallVector<llvm::Value *> args(inst->args());
+    ArrayRef<llvm::Value *> llvmOperands(args);
+#include "mlir/Dialect/LLVMIR/LLVMIntrinsicFromLLVMIRConversions.inc"
+  }
+
+  return emitError(loc) << "unhandled intrinsic " << diag(*inst);
+}
+
+LogicalResult ModuleImport::convertOperation(OpBuilder &odsBuilder,
+                                             llvm::Instruction *inst) {
+  // Copy the operands to an LLVM operands array reference for conversion.
+  SmallVector<llvm::Value *> operands(inst->operands());
+  ArrayRef<llvm::Value *> llvmOperands(operands);
+
+  // Convert all instructions that provide an MLIR builder.
+#include "mlir/Dialect/LLVMIR/LLVMOpFromLLVMIRConversions.inc"
+
+  // Convert all remaining instructions that do not provide an MLIR builder.
+  Location loc = translateLoc(inst->getDebugLoc());
+  if (inst->getOpcode() == llvm::Instruction::Br) {
+    auto *brInst = cast<llvm::BranchInst>(inst);
+
+    SmallVector<Block *> succBlocks;
+    SmallVector<SmallVector<Value>> succBlockArgs;
+    for (auto i : llvm::seq<unsigned>(0, brInst->getNumSuccessors())) {
+      llvm::BasicBlock *succ = brInst->getSuccessor(i);
+      SmallVector<Value> blockArgs;
+      if (failed(convertBranchArgs(brInst, succ, blockArgs)))
+        return failure();
+      succBlocks.push_back(lookupBlock(succ));
+      succBlockArgs.push_back(blockArgs);
+    }
+
+    if (brInst->isConditional()) {
+      FailureOr<Value> condition = convertValue(brInst->getCondition());
+      if (failed(condition))
+        return failure();
+      builder.create<LLVM::CondBrOp>(loc, *condition, succBlocks.front(),
+                                     succBlockArgs.front(), succBlocks.back(),
+                                     succBlockArgs.back());
+    } else {
+      builder.create<LLVM::BrOp>(loc, succBlockArgs.front(),
+                                 succBlocks.front());
+    }
+    return success();
+  }
+  if (inst->getOpcode() == llvm::Instruction::Switch) {
+    auto *swInst = cast<llvm::SwitchInst>(inst);
+    // Process the condition value.
+    FailureOr<Value> condition = convertValue(swInst->getCondition());
+    if (failed(condition))
+      return failure();
+    SmallVector<Value> defaultBlockArgs;
+    // Process the default case.
+    llvm::BasicBlock *defaultBB = swInst->getDefaultDest();
+    if (failed(convertBranchArgs(swInst, defaultBB, defaultBlockArgs)))
+      return failure();
+
+    // Process the cases.
+    unsigned numCases = swInst->getNumCases();
+    SmallVector<SmallVector<Value>> caseOperands(numCases);
+    SmallVector<ValueRange> caseOperandRefs(numCases);
+    SmallVector<int32_t> caseValues(numCases);
+    SmallVector<Block *> caseBlocks(numCases);
+    for (const auto &it : llvm::enumerate(swInst->cases())) {
+      const llvm::SwitchInst::CaseHandle &caseHandle = it.value();
+      llvm::BasicBlock *succBB = caseHandle.getCaseSuccessor();
+      if (failed(convertBranchArgs(swInst, succBB, caseOperands[it.index()])))
+        return failure();
+      caseOperandRefs[it.index()] = caseOperands[it.index()];
+      caseValues[it.index()] = caseHandle.getCaseValue()->getSExtValue();
+      caseBlocks[it.index()] = lookupBlock(succBB);
+    }
+
+    builder.create<SwitchOp>(loc, *condition, lookupBlock(defaultBB),
+                             defaultBlockArgs, caseValues, caseBlocks,
+                             caseOperandRefs);
+    return success();
+  }
+  if (inst->getOpcode() == llvm::Instruction::PHI) {
+    Type type = convertType(inst->getType());
+    mapValue(inst, builder.getInsertionBlock()->addArgument(
+                       type, translateLoc(inst->getDebugLoc())));
+    return success();
+  }
+  if (inst->getOpcode() == llvm::Instruction::Call) {
+    auto *callInst = cast<llvm::CallInst>(inst);
+
+    SmallVector<Type> types;
+    SmallVector<Value> operands;
+    if (failed(convertCallTypeAndOperands(callInst, types, operands)))
+      return failure();
+
+    CallOp callOp;
+    if (llvm::Function *callee = callInst->getCalledFunction()) {
+      callOp = builder.create<CallOp>(
+          loc, types, SymbolRefAttr::get(context, callee->getName()), operands);
+    } else {
+      callOp = builder.create<CallOp>(loc, types, operands);
+    }
+    setFastmathFlagsAttr(inst, callOp);
+    if (!callInst->getType()->isVoidTy())
+      mapValue(inst, callOp.getResult());
+    return success();
+  }
+  if (inst->getOpcode() == llvm::Instruction::LandingPad) {
+    auto *lpInst = cast<llvm::LandingPadInst>(inst);
+
+    SmallVector<Value> operands;
+    operands.reserve(lpInst->getNumClauses());
+    for (auto i : llvm::seq<unsigned>(0, lpInst->getNumClauses())) {
+      FailureOr<Value> operand = convertConstantExpr(lpInst->getClause(i));
+      if (failed(operand))
+        return failure();
+      operands.push_back(*operand);
+    }
+
+    Type type = convertType(lpInst->getType());
+    Value res =
+        builder.create<LandingpadOp>(loc, type, lpInst->isCleanup(), operands);
+    mapValue(inst, res);
+    return success();
+  }
+  if (inst->getOpcode() == llvm::Instruction::Invoke) {
+    auto *invokeInst = cast<llvm::InvokeInst>(inst);
+
+    SmallVector<Type> types;
+    SmallVector<Value> operands;
+    if (failed(convertCallTypeAndOperands(invokeInst, types, operands)))
+      return failure();
+
+    SmallVector<Value> normalArgs, unwindArgs;
+    (void)convertBranchArgs(invokeInst, invokeInst->getNormalDest(),
+                            normalArgs);
+    (void)convertBranchArgs(invokeInst, invokeInst->getUnwindDest(),
+                            unwindArgs);
+
+    InvokeOp invokeOp;
+    if (llvm::Function *callee = invokeInst->getCalledFunction()) {
+      invokeOp = builder.create<InvokeOp>(
+          loc, types,
+          SymbolRefAttr::get(builder.getContext(), callee->getName()), operands,
+          lookupBlock(invokeInst->getNormalDest()), normalArgs,
+          lookupBlock(invokeInst->getUnwindDest()), unwindArgs);
+    } else {
+      invokeOp = builder.create<InvokeOp>(
+          loc, types, operands, lookupBlock(invokeInst->getNormalDest()),
+          normalArgs, lookupBlock(invokeInst->getUnwindDest()), unwindArgs);
+    }
+    if (!invokeInst->getType()->isVoidTy())
+      mapValue(inst, invokeOp.getResults().front());
+    return success();
+  }
+  if (inst->getOpcode() == llvm::Instruction::GetElementPtr) {
+    auto *gepInst = cast<llvm::GetElementPtrInst>(inst);
+    Type sourceElementType = convertType(gepInst->getSourceElementType());
+    FailureOr<Value> basePtr = convertValue(gepInst->getOperand(0));
+    if (failed(basePtr))
+      return failure();
+
+    // Treat every indices as dynamic since GEPOp::build will refine those
+    // indices into static attributes later. One small downside of this
+    // approach is that many unused `llvm.mlir.constant` would be emitted
+    // at first place.
+    SmallVector<GEPArg> indices;
+    for (llvm::Value *operand : llvm::drop_begin(gepInst->operand_values())) {
+      FailureOr<Value> index = convertValue(operand);
+      if (failed(index))
+        return failure();
+      indices.push_back(*index);
+    }
+
+    Type type = convertType(inst->getType());
+    Value res = builder.create<GEPOp>(loc, type, sourceElementType, *basePtr,
+                                      indices, gepInst->isInBounds());
+    mapValue(inst, res);
+    return success();
+  }
+
+  return emitError(loc) << "unhandled instruction " << diag(*inst);
+}
+
+LogicalResult ModuleImport::processInstruction(llvm::Instruction *inst) {
+  // FIXME: Support uses of SubtargetData.
+  // FIXME: Add support for call / operand attributes.
+  // FIXME: Add support for the indirectbr, cleanupret, catchret, catchswitch,
+  // callbr, vaarg, landingpad, catchpad, cleanuppad instructions.
+
+  // Convert LLVM intrinsics calls to MLIR intrinsics.
+  if (auto *callInst = dyn_cast<llvm::CallInst>(inst)) {
+    llvm::Function *callee = callInst->getCalledFunction();
+    if (callee && callee->isIntrinsic())
+      return convertIntrinsic(builder, callInst, callInst->getIntrinsicID());
+  }
+
+  // Convert all remaining LLVM instructions to MLIR operations.
+  return convertOperation(builder, inst);
+}
+
+FlatSymbolRefAttr ModuleImport::getPersonalityAsAttr(llvm::Function *f) {
+  if (!f->hasPersonalityFn())
+    return nullptr;
+
+  llvm::Constant *pf = f->getPersonalityFn();
+
+  // If it directly has a name, we can use it.
+  if (pf->hasName())
+    return SymbolRefAttr::get(builder.getContext(), pf->getName());
+
+  // If it doesn't have a name, currently, only function pointers that are
+  // bitcast to i8* are parsed.
+  if (auto *ce = dyn_cast<llvm::ConstantExpr>(pf)) {
+    if (ce->getOpcode() == llvm::Instruction::BitCast &&
+        ce->getType() == llvm::Type::getInt8PtrTy(f->getContext())) {
+      if (auto *func = dyn_cast<llvm::Function>(ce->getOperand(0)))
+        return SymbolRefAttr::get(builder.getContext(), func->getName());
+    }
+  }
+  return FlatSymbolRefAttr();
+}
+
+void ModuleImport::processFunctionAttributes(llvm::Function *func,
+                                             LLVMFuncOp funcOp) {
+  auto addNamedUnitAttr = [&](StringRef name) {
+    return funcOp->setAttr(name, UnitAttr::get(context));
+  };
+  if (func->doesNotAccessMemory())
+    addNamedUnitAttr(LLVMDialect::getReadnoneAttrName());
+}
+
+LogicalResult ModuleImport::processFunction(llvm::Function *func) {
+  clearBlockAndValueMapping();
+
+  auto functionType =
+      convertType(func->getFunctionType()).dyn_cast<LLVMFunctionType>();
+  if (func->isIntrinsic() && isConvertibleIntrinsic(func->getIntrinsicID()))
+    return success();
+
+  bool dsoLocal = func->hasLocalLinkage();
+  CConv cconv = convertCConvFromLLVM(func->getCallingConv());
+
+  // Insert the function at the end of the module.
+  OpBuilder::InsertionGuard guard(builder);
+  builder.setInsertionPoint(mlirModule.getBody(), mlirModule.getBody()->end());
+
+  LLVMFuncOp funcOp = builder.create<LLVMFuncOp>(
+      UnknownLoc::get(context), func->getName(), functionType,
+      convertLinkageFromLLVM(func->getLinkage()), dsoLocal, cconv);
+
+  // Set the function debug information if available.
+  debugImporter->translate(func, funcOp);
+
+  for (const auto &it : llvm::enumerate(functionType.getParams())) {
+    llvm::SmallVector<NamedAttribute, 1> argAttrs;
+    if (auto *type = func->getParamByValType(it.index())) {
+      Type mlirType = convertType(type);
+      argAttrs.push_back(
+          NamedAttribute(builder.getStringAttr(LLVMDialect::getByValAttrName()),
+                         TypeAttr::get(mlirType)));
+    }
+    if (auto *type = func->getParamByRefType(it.index())) {
+      Type mlirType = convertType(type);
+      argAttrs.push_back(
+          NamedAttribute(builder.getStringAttr(LLVMDialect::getByRefAttrName()),
+                         TypeAttr::get(mlirType)));
+    }
+    if (auto *type = func->getParamStructRetType(it.index())) {
+      Type mlirType = convertType(type);
+      argAttrs.push_back(NamedAttribute(
+          builder.getStringAttr(LLVMDialect::getStructRetAttrName()),
+          TypeAttr::get(mlirType)));
+    }
+    if (auto *type = func->getParamInAllocaType(it.index())) {
+      Type mlirType = convertType(type);
+      argAttrs.push_back(NamedAttribute(
+          builder.getStringAttr(LLVMDialect::getInAllocaAttrName()),
+          TypeAttr::get(mlirType)));
+    }
+
+    funcOp.setArgAttrs(it.index(), argAttrs);
+  }
+
+  if (FlatSymbolRefAttr personality = getPersonalityAsAttr(func))
+    funcOp.setPersonalityAttr(personality);
+  else if (func->hasPersonalityFn())
+    emitWarning(UnknownLoc::get(context),
+                "could not deduce personality, skipping it");
+
+  if (func->hasGC())
+    funcOp.setGarbageCollector(StringRef(func->getGC()));
+
+  // Handle Function attributes.
+  processFunctionAttributes(func, funcOp);
+
+  if (func->isDeclaration())
+    return success();
+
+  // Eagerly create all blocks.
+  for (llvm::BasicBlock &bb : *func) {
+    Block *block =
+        builder.createBlock(&funcOp.getBody(), funcOp.getBody().end());
+    mapBlock(&bb, block);
+  }
+
+  // Add function arguments to the entry block.
+  for (const auto &it : llvm::enumerate(func->args())) {
+    BlockArgument blockArg = funcOp.getFunctionBody().addArgument(
+        functionType.getParamType(it.index()), funcOp.getLoc());
+    mapValue(&it.value(), blockArg);
+  }
+
+  // Process the blocks in topological order. The ordered traversal ensures
+  // operands defined in a dominating block have a valid mapping to an MLIR
+  // value once a block is translated.
+  SetVector<llvm::BasicBlock *> blocks = getTopologicallySortedBlocks(func);
+  setConstantInsertionPointToStart(lookupBlock(blocks.front()));
+  for (llvm::BasicBlock *bb : blocks) {
+    if (failed(processBasicBlock(bb, lookupBlock(bb))))
+      return failure();
+  }
+
+  return success();
+}
+
+LogicalResult ModuleImport::processBasicBlock(llvm::BasicBlock *bb,
+                                              Block *block) {
+  builder.setInsertionPointToStart(block);
+  for (llvm::Instruction &inst : *bb) {
+    if (failed(processInstruction(&inst)))
+      return failure();
+  }
+  return success();
+}
+
+OwningOpRef<ModuleOp>
+mlir::translateLLVMIRToModule(std::unique_ptr<llvm::Module> llvmModule,
+                              MLIRContext *context) {
+  context->loadDialect<LLVMDialect>();
+  context->loadDialect<DLTIDialect>();
+  OwningOpRef<ModuleOp> module(ModuleOp::create(FileLineColLoc::get(
+      StringAttr::get(context, llvmModule->getSourceFileName()), /*line=*/0,
+      /*column=*/0)));
+
+  DataLayoutSpecInterface dlSpec =
+      translateDataLayout(llvmModule->getDataLayout(), context);
+  if (!dlSpec) {
+    emitError(UnknownLoc::get(context), "can't translate data layout");
+    return {};
+  }
+  module.get()->setAttr(DLTIDialect::kDataLayoutAttrName, dlSpec);
+
+  ModuleImport moduleImport(module.get(), std::move(llvmModule));
+  if (failed(moduleImport.convertGlobals()))
+    return {};
+  if (failed(moduleImport.convertFunctions()))
+    return {};
+
+  return module;
+}


        


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